{"id":7219,"date":"2020-07-08T16:32:37","date_gmt":"2020-07-08T14:32:37","guid":{"rendered":"http:\/\/www.gatv.ssr.upm.es\/?page_id=7219"},"modified":"2025-10-08T12:21:41","modified_gmt":"2025-10-08T10:21:41","slug":"ofertas-tft","status":"publish","type":"page","link":"https:\/\/www.gatv.ssr.upm.es\/index.php\/ofertas-tft\/","title":{"rendered":"Ofertas TFT"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lb54xx9z-a7973136a81d1397e498a4062bc4bc99\">\n.avia-image-container.av-lb54xx9z-a7973136a81d1397e498a4062bc4bc99 .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-lb54xx9z-a7973136a81d1397e498a4062bc4bc99 av-styling- avia-align-center  avia-builder-el-0  el_before_av_heading  avia-builder-el-first '  itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" class='wp-image-8419 avia-img-lazy-loading-not-8419 avia_image' src=\"https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-scaled.jpg\" alt='' title='TFT-offers_banner'  height=\"334\" width=\"2560\"  itemprop=\"thumbnailUrl\" srcset=\"https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-scaled.jpg 2560w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-300x39.jpg 300w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-1030x134.jpg 1030w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-768x100.jpg 768w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-1536x200.jpg 1536w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-2048x267.jpg 2048w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-1500x196.jpg 1500w, https:\/\/www.gatv.ssr.upm.es\/wp-content\/uploads\/2022\/12\/TFT-offers_banner-705x92.jpg 705w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-asephf-03931ca55644395f54de8acbfc8af1bc\">\n#top .av-special-heading.av-asephf-03931ca55644395f54de8acbfc8af1bc{\npadding-bottom:10px;\n}\nbody .av-special-heading.av-asephf-03931ca55644395f54de8acbfc8af1bc .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-asephf-03931ca55644395f54de8acbfc8af1bc .special-heading-inner-border{\nborder-color:#4ecac2;\n}\n.av-special-heading.av-asephf-03931ca55644395f54de8acbfc8af1bc .av-subheading{\nfont-size:15px;\n}\nbody .av-special-heading.av-asephf-03931ca55644395f54de8acbfc8af1bc .av-special-heading-tag .heading-wrap:before{\nborder-color:#4ecac2;\n}\nbody .av-special-heading.av-asephf-03931ca55644395f54de8acbfc8af1bc .av-special-heading-tag .heading-wrap:after{\nborder-color:#4ecac2;\n}\n<\/style>\n<div  class='av-special-heading av-asephf-03931ca55644395f54de8acbfc8af1bc av-special-heading-h3 custom-color-heading  avia-builder-el-1  el_after_av_image  el_before_av_toggle_container '><h3 class='av-special-heading-tag'  itemprop=\"headline\"  >Se ofrecen los siguientes trabajos de fin de titulaci\u00f3n:<\/h3><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lfavu5p4-873808f8ea307c711a0e78860afca47a\">\n#top .togglecontainer.av-lfavu5p4-873808f8ea307c711a0e78860afca47a p.toggler .toggle_icon{\ncolor:#4ecac2;\nborder-color:#4ecac2;\n}\n#top .togglecontainer.av-lfavu5p4-873808f8ea307c711a0e78860afca47a p.toggler .toggle_icon > span{\ncolor:#4ecac2;\nborder-color:#4ecac2;\n}\n<\/style>\n<div  class='togglecontainer av-lfavu5p4-873808f8ea307c711a0e78860afca47a  avia-builder-el-2  el_after_av_heading  avia-builder-el-last ' >\n<section class='av_toggle_section av-lfavp8hm-3d624b6023dcf7e286940e946ce11a26'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-1' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-1'>TFM-IAS-2526-001: Explainable AI in orchestration frameworks: Understanding Framework Behavior in Energy Use Cases<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-1' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p>This thesis investigates how an established framework behaves within an energy-focused use case, analyzing its actions and decisions through explainable AI methods to improve transparency and interpretability.<\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Basic knowledge of AI\/ML concepts<\/li>\n<li>Programming skills in Python<\/li>\n<li>Interest in explainability and case study evaluation<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW264534084 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW264534084 BCX8\">David Jim\u00e9nez Bermejo (<\/span><\/span><a class=\"Hyperlink SCXW264534084 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW264534084 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW264534084 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW264534084 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW264534084 BCX8\">)<\/span><span class=\"NormalTextRun SCXW264534084 BCX8\"> \/ <\/span><span class=\"NormalTextRun SCXW264534084 BCX8\">Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW264534084 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW264534084 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW264534084 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW264534084 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW264534084 BCX8\">)<\/span><\/span><span class=\"EOP SCXW264534084 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-lfavp8hm-d48a129df3a47a517e5a877ab30937f6'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-2' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-2'>TFM-IAS-2526-002: Design of an Energy Probe for Dataset Creation and Anomaly Detection<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-2' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p>The work focuses on building an energy probe capable of generating datasets by recreating general conditions and forcing scenarios that reveal energy anomalies, supporting future predictive models.<\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Understanding of networks and energy systems<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Programming and data analysis (Python, R, MATLAB)<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Motivation for anomaly detection techniques<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW10455655 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW10455655 BCX8\">David Jim\u00e9nez Bermejo (<\/span><\/span><a class=\"Hyperlink SCXW10455655 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW10455655 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW10455655 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW10455655 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW10455655 BCX8\">)<\/span><span class=\"NormalTextRun SCXW10455655 BCX8\"> \/ <\/span><span class=\"NormalTextRun SCXW10455655 BCX8\">Alberto del Rio Ponce (<\/span><\/span><a class=\"Hyperlink SCXW10455655 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW10455655 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW10455655 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW10455655 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW10455655 BCX8\">)<\/span><\/span><span class=\"EOP SCXW10455655 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-lfavp8hm-7c8071d094d783828c94afa384ba424d'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-3' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-3'>TFM-IAS-2526-003: Reinforcement Learning in MuJoCo: Replication and Enhancement of Prior Research<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-3' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW119543177 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW119543177 BCX8\">This thesis replicates and extends <\/span><span class=\"NormalTextRun SCXW119543177 BCX8\">previous<\/span><span class=\"NormalTextRun SCXW119543177 BCX8\"> reinforcement learning experiments in <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW119543177 BCX8\">MuJoCo<\/span><span class=\"NormalTextRun SCXW119543177 BCX8\"> environments, aiming to refine algorithms and improve performance in simulated control and robotics tasks.<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW119543177 BCX8\"><span class=\"SCXW119543177 BCX8\">\u00a0<\/span><br class=\"SCXW119543177 BCX8\" \/><\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Knowledge of reinforcement learning algorithms<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Experience with Python and RL libraries (e.g., Stable Baselines3)<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Interest in simulation and robotics<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW239731289 BCX8\">Alberto del R\u00cdo Ponce (<\/span><\/span><a class=\"Hyperlink SCXW239731289 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW239731289 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW239731289 BCX8\">)<\/span><\/span> <span class=\"TextRun SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW239731289 BCX8\">\/<\/span><\/span> <span class=\"TextRun SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW239731289 BCX8\">Javier Serrano Romero (<\/span><\/span><a class=\"Hyperlink SCXW239731289 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW239731289 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW239731289 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW239731289 BCX8\">)<\/span><\/span><span class=\"EOP SCXW239731289 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-lfavp8hm-5acd457f30479cc1e8fa47341c3d49b1'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-4' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-4'>TFM-IAS-2526-004: Benchmarking Multimodal Models: Extending Framework Functionalities with State-of-the-Art Approaches<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-4' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p>The work extends an existing framework to evaluate different state-of-the-art multimodal models across tasks, benchmarking their performance and analyzing trade-offs of integration.<\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Familiarity with ML model evaluation<\/li>\n<li>Experience running ML experiments<\/li>\n<li>Basic understanding of multimodal or XR applications<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW214125649 BCX8\">Alberto del Rio Ponce (<\/span><\/span><a class=\"Hyperlink SCXW214125649 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW214125649 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW214125649 BCX8\">)<\/span><span class=\"NormalTextRun SCXW214125649 BCX8\"> \/ Ver\u00f3nica Ruiz Bejerano (<\/span><\/span><a class=\"Hyperlink SCXW214125649 BCX8\" href=\"mailto:veronica.ruiz@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW214125649 BCX8\" data-ccp-charstyle=\"Hyperlink\">veronica.ruiz@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW214125649 BCX8\">)<\/span><\/span> <span class=\"TextRun SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW214125649 BCX8\">\/ <\/span><span class=\"NormalTextRun SCXW214125649 BCX8\">Javier Serrano Romero (<\/span><\/span><a class=\"Hyperlink SCXW214125649 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW214125649 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW214125649 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW214125649 BCX8\">)<\/span><\/span><span class=\"EOP SCXW214125649 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-lfavp8hm-98986a4bcd9950e8a007a061989fcecb'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-5' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-5'>TFM-IAS-2526-005: Orchestration of Large Language Models Based on Request Complexity<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-5' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p>This thesis develops an orchestrator capable of selecting and deploying large language models dynamically, matching model selection to the complexity and requirements of user requests.<\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Solid programming skills (Python, APIs)<\/li>\n<li>Knowledge of LLM frameworks and tools<\/li>\n<li>Interest in orchestration and automation systems<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW110200960 BCX8\">Alberto del Rio Ponce (<\/span><\/span><a class=\"Hyperlink SCXW110200960 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW110200960 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW110200960 BCX8\">)<\/span><\/span> <span class=\"TextRun SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW110200960 BCX8\">\/<\/span><\/span> <span class=\"TextRun SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW110200960 BCX8\">Javier Serrano Romero (<\/span><\/span><a class=\"Hyperlink SCXW110200960 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW110200960 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW110200960 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW110200960 BCX8\">)<\/span><\/span><span class=\"EOP SCXW110200960 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-lfavp8hm-acac44c591646c6ff2a938dccdcc18cd'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-6' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-6'>TFM-IAS-2526-006: Knowledge Graph Integration with LLMs for Human\u2013Machine Understanding of Technical Documentation<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-6' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p>The work builds a reasoning layer on top of an existing knowledge graph derived from technical documentation, using large language models to enhance human\u2013machine understanding and improve query responses<\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Background in semantic web and knowledge graphs<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Experience with NLP and text processing<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li aria-setsize=\"-1\" data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:&#091;8226&#093;,&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;multilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Familiarity with Python-based graph\/NLP libraries<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW158767323 BCX8\">Alberto del Rio Ponce (<\/span><\/span><a class=\"Hyperlink SCXW158767323 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW158767323 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW158767323 BCX8\">)<\/span><span class=\"NormalTextRun SCXW158767323 BCX8\"> \/ Ver\u00f3nica Ruiz Bejerano (<\/span><\/span><a class=\"Hyperlink SCXW158767323 BCX8\" href=\"mailto:veronica.ruiz@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW158767323 BCX8\" data-ccp-charstyle=\"Hyperlink\">veronica.ruiz@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW158767323 BCX8\">)<\/span><\/span> <span class=\"TextRun SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW158767323 BCX8\">\/ <\/span><span class=\"NormalTextRun SCXW158767323 BCX8\">Javier Serrano Romero (<\/span><\/span><a class=\"Hyperlink SCXW158767323 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW158767323 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW158767323 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW158767323 BCX8\">)<\/span><\/span><span class=\"EOP SCXW158767323 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-lfavp8hm-d7675f0ed56a57b7f5f2ad3e1c3a7078'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-7' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-7'>TFG-EES-2526-001: Energy Consumption Analysis: Probe-Based Estimations vs. Hardware Solutions<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-7' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW219654955 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW219654955 BCX8\">This thesis develops a network probe to estimate energy consumption, comparing the accuracy and efficiency of software-based estimations with results obtained from existing hardware solutions.<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW219654955 BCX8\"><span class=\"SCXW219654955 BCX8\">\u00a0<\/span><br class=\"SCXW219654955 BCX8\" \/><\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Background in computer networks<\/li>\n<li>Skills in statistical analysis and modeling<\/li>\n<li>Interest in energy efficiency and measurement<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW17247467 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17247467 BCX8\">Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW17247467 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW17247467 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW17247467 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW17247467 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17247467 BCX8\">)<\/span> <span class=\"NormalTextRun SCXW17247467 BCX8\">\/<\/span><\/span> <span class=\"TextRun SCXW17247467 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17247467 BCX8\">David Jim\u00e9nez Bermejo (<\/span><\/span><a class=\"Hyperlink SCXW17247467 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW17247467 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW17247467 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW17247467 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW17247467 BCX8\">)<\/span><\/span><span class=\"EOP SCXW17247467 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-5cc85fa73c481905f8b6c0404ec78902'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-8' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-8'>TFM-EES-2526-002: PV and Storage Solution Design for Electric Mobility at the A5 Interchange (Campamento)<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-8' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"NormalTextRun SCXW240932885 BCX8\">This thesis designs and <\/span><span class=\"NormalTextRun SCXW240932885 BCX8\">optimizes<\/span><span class=\"NormalTextRun SCXW240932885 BCX8\"> a photovoltaic and energy storage solution for a mobility hub supporting 100% electric vehicles in an urban renewal context, including energy needs assessment, system sizing, and integration strategies.<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Background in renewable energy and PV systems<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Skills in simulation tools (PVSyst, HOMER, MATLAB)<\/span><\/li>\n<li><span data-contrast=\"auto\">Interest in electromobility and sustainable urban planning<\/span><span data-contrast=\"auto\">\u2028<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW80916019 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW80916019 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW80916019 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW80916019 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW80916019 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW80916019 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW80916019 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW80916019 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW80916019 BCX8\">)<\/span><\/span><span class=\"EOP SCXW80916019 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-40579e1e84f676ab6d8a0743f3cf057b'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-9' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-9'>TFM-EES-2526-003: Design and Simulation of Additional Computing Nodes Deployment Powered by Energy Communities<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-9' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW16161816 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW16161816 BCX8\">This thesis evaluates the technical and energetic feasibility of deploying extra edge computing nodes powered by Local Energy Communities, modeling interconnected renewable sources and demand for <\/span><span class=\"NormalTextRun SCXW16161816 BCX8\">optimal<\/span><span class=\"NormalTextRun SCXW16161816 BCX8\"> performance and sustainability.<\/span><\/span><span class=\"EOP SCXW16161816 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Energy systems and distributed computing skills<\/span><\/li>\n<li>Experience with simulation and modeling<\/li>\n<li><span data-contrast=\"auto\">Interest in edge computing and renewables<\/span><span data-contrast=\"auto\">\u2028<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85515351 BCX8\"> David Jim<\/span><span class=\"NormalTextRun SCXW85515351 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW85515351 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW85515351 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW85515351 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85515351 BCX8\">)<\/span><span class=\"NormalTextRun SCXW85515351 BCX8\"> \/ Javier Serrano (<\/span><\/span><a class=\"Hyperlink SCXW85515351 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW85515351 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85515351 BCX8\">) \/ Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW85515351 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW85515351 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85515351 BCX8\">)<\/span><\/span><span class=\"EOP SCXW85515351 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-a5506a9891efd08e90165a19fcb45ce8'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-10' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-10'>TFM-EES-2526-004: Exploratory Analysis of Large Language Model (LLM) Integration for Local Energy Community Management<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-10' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW160230001 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW160230001 BCX8\">This thesis explores and analyses the integration of LLMs for energy management in Local Energy Communities, including use cases, technical feasibility, proposed architectures, and simulation of their optimization impact.<\/span><\/span><span class=\"EOP SCXW160230001 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">AI and machine learning skills<\/span><\/li>\n<li>Programming (ideally Python)<\/li>\n<li><span data-contrast=\"auto\">Interest in sustainable energy<\/span><span data-contrast=\"auto\">\u2028<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85515351 BCX8\"> David Jim<\/span><span class=\"NormalTextRun SCXW85515351 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW85515351 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW85515351 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW85515351 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW85515351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85515351 BCX8\">)<\/span><\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-e2534e0ff689ec679beed1ab0fac9a54'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-11' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-11'>TFG-EES-2526-005: Energy Community Generation Capacity Assessment Tool Using Aerial Image Analysis<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-11' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW146321496 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146321496 BCX8\">Development and validation of a software tool to <\/span><span class=\"NormalTextRun SCXW146321496 BCX8\">determine<\/span><span class=\"NormalTextRun SCXW146321496 BCX8\"> the renewable generation potential in urban areas for prospective energy communities by processing aerial and drone images.<\/span><\/span><span class=\"EOP SCXW146321496 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Python programming, image processing (OpenCV, scikit-learn)<\/span><\/li>\n<li><span data-contrast=\"auto\">ML knowledge, GIS basics<\/span><span data-contrast=\"auto\">\u2028<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">) \/ Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">)<\/span><\/span><span class=\"EOP SCXW207373080 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-8e950978fe8de96222e0aa4742bfbd76'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-12' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-12'>TFG-EES-2526-006: PV Installation Protection Model Trainer for Self-Consumption Installations <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-12' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW170307833 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW170307833 BCX8\">Design and assembly of a physical trainer panel reproducing all necessary protection elements for residential\/commercial PV self-consumption systems, including demonstration of real protection actions.<\/span><\/span><span class=\"EOP SCXW170307833 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Electrical installations, circuit protection<\/span><\/li>\n<li>Practical assembly skills, safety focus<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">) \/ Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">)<\/span><\/span><span class=\"EOP SCXW207373080 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-8410f87c1ac6bc8f712c1624d532c795'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-13' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-13'>TFG-EES-2526-007: Functional Demonstrator of Differential and Thermal-Magnetic Protection Devices <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-13' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW25291887 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW25291887 BCX8\">Construction of a demonstrator allowing controlled faults and visualization of the trip of differential and magneto-thermal protections for teaching and training purposes.<\/span><\/span><span class=\"EOP SCXW25291887 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Electrical safety, components handling<\/span><\/li>\n<li>Skills in assembly and instructional materials<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">) \/ Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">)<\/span><\/span><span class=\"EOP SCXW207373080 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-74e9060a164e874e7737f48669f2bda7'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-14' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-14'>TFG-EES-2526-008: Single-Phase Transformer Trainer: Demonstration and Basic Testing<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-14' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p>Design and build a didactic trainer for single-phase transformers, enabling demonstration of principles, parameters, and standards-based testing for academic labs.<\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Electrotechnics and instrumentation<\/li>\n<li>Workshop and assembly abilities<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">) \/ Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">)<\/span><\/span><span class=\"EOP SCXW207373080 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-83c6d09b9ab9565e4c3ac2d28f8499ac'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-15' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-15'>TFG-EES-2526-009: Local Environmental Data Acquisition for PV Generation Model Calibration <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-15' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW77209800 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW77209800 BCX8\">Construction and deployment of an environmental sensor system feeding local data (irradiance, temperature, etc.) into PV production forecast models, improving accuracy and adaptability.<\/span><\/span><span class=\"EOP SCXW77209800 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Sensors, microcontrollers (Arduino, Raspberry Pi)<\/span><\/li>\n<li>Data acquisition, calibration, programming<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW207373080 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">) \/ Giuseppe Conti (<\/span><\/span><a class=\"Hyperlink SCXW207373080 BCX8\" href=\"mailto:g.conti@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW207373080 BCX8\" data-ccp-charstyle=\"Hyperlink\">g.conti@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW207373080 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW207373080 BCX8\">)<\/span><\/span><span class=\"EOP SCXW207373080 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-8b9da9ab2a73f5655903e62215906e0d'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-16' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-16'>TFG-EES-2526-010: Energy Metric for Quantifying Impact of Training and Inference of One-Step and Two-Step AI Models on Edge Computing <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-16' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW88246314 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW88246314 BCX8\">Design and implementation of an energy metric to model and compare the impact of training and inference of single-step and dual-step AI models running in user-proximate networked computing systems.<\/span><\/span><span class=\"EOP SCXW88246314 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">AI, data analysis, programming<\/span><\/li>\n<li>Energy efficiency in distributed systems<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW77623351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW77623351 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW77623351 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW77623351 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW77623351 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW77623351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW77623351 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW77623351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW77623351 BCX8\">)<\/span><span class=\"NormalTextRun SCXW77623351 BCX8\"> \/ Alberto del Rio (<\/span><\/span><a class=\"Hyperlink SCXW77623351 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW77623351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW77623351 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW77623351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW77623351 BCX8\">)\u00a0<\/span><\/span><span class=\"EOP SCXW77623351 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-f427591666db4da43867ad2a1f9b2bde'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-17' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-17'>TFG-EES-2526-011: Electrical Experiment Escape Room for the ETSIT Electrotechnics Laboratory <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-17' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW124057108 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW124057108 BCX8\">Gamified lab experience: design and implementation of an escape room with sequential electrical experiments and safety-based challenges to boost student motivation and teamwork.<\/span><\/span><span class=\"EOP SCXW124057108 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Basic electrotechnics, creativity, educational design<\/span><\/li>\n<li>Teamwork and organizational skills<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW77623351 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW77623351 BCX8\"><span class=\"TextRun SCXW104327696 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW104327696 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW104327696 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW104327696 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW104327696 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW104327696 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW104327696 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW104327696 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW104327696 BCX8\">)<\/span><\/span><span class=\"EOP SCXW104327696 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span> <\/span><\/span><span class=\"EOP SCXW77623351 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-5e6ee64330bcacd2c7d984fdc967e72a'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-18' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-18'>TFG-EES-2526-012: Energy Consumption Monitoring Framework for Edge Computing Nodes <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-18' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW85762433 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW85762433 BCX8\">Implementation of a hardware\/software framework for real-time energy monitoring in edge computing nodes, supporting <\/span><span class=\"NormalTextRun SCXW85762433 BCX8\">analytics<\/span><span class=\"NormalTextRun SCXW85762433 BCX8\"> and <\/span><span class=\"NormalTextRun SCXW85762433 BCX8\">facilitating<\/span><span class=\"NormalTextRun SCXW85762433 BCX8\"> system optimization.<\/span><\/span><span class=\"EOP SCXW85762433 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Network and hardware programming (Python), IoT basics<\/span><\/li>\n<li>Interest in data analytics and energy management<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW18159665 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW18159665 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW18159665 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW18159665 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW18159665 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW18159665 BCX8\">)<\/span><span class=\"NormalTextRun SCXW18159665 BCX8\"> \/ Javier Serrano (<\/span><\/span><a class=\"Hyperlink SCXW18159665 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW18159665 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW18159665 BCX8\">) \/ Alberto del Rio (<\/span><\/span><a class=\"Hyperlink SCXW18159665 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW18159665 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW18159665 BCX8\">)\u00a0<\/span><\/span><span class=\"EOP SCXW18159665 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-6ed87ace1157d06fc4cded60f1b127ec'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-19' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-19'>TFG-TAV-2526-001: LLM-Assisted Multimedia Classification for QoE Estimation in Video Probes <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-19' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"NormalTextRun SCXW87246093 BCX8\">This thesis applies basic large language models to classify multimedia content by genre (e.g., sports vs. cartoons), enabling quality probes to better adapt <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW87246093 BCX8\">QoE<\/span><span class=\"NormalTextRun SCXW87246093 BCX8\"> estimation according to content-specific characteristics.<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Familiarity with LLMs and NLP basics<\/li>\n<li>Knowledge of multimedia content types and formats<\/li>\n<li>Programming experience in PyTorch or TensorFlow<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW18159665 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW18159665 BCX8\"><span class=\"TextRun SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW66106694 BCX8\">Alberto del Rio Ponce (<\/span><\/span><a class=\"Hyperlink SCXW66106694 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW66106694 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW66106694 BCX8\">)<\/span><span class=\"NormalTextRun SCXW66106694 BCX8\"> \/ \u00c1lvaro Llorente G\u00f3mez (<\/span><\/span><a class=\"Hyperlink SCXW66106694 BCX8\" href=\"mailto:alvaro.llorente@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW66106694 BCX8\" data-ccp-charstyle=\"Hyperlink\">alvaro.llorente@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW66106694 BCX8\">)<\/span><\/span> <span class=\"TextRun SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW66106694 BCX8\">\/<\/span><\/span> <span class=\"TextRun SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW66106694 BCX8\">David Jim\u00e9nez Bermejo (<\/span><\/span><a class=\"Hyperlink SCXW66106694 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW66106694 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW66106694 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW66106694 BCX8\">)<\/span><\/span><span class=\"EOP SCXW66106694 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span> <\/span><\/span><span class=\"EOP SCXW18159665 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-977c97e7f9487075a09819e97a3bc871'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-20' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-20'>TFG-TAV-2526-002: Advancing Remote Production: Evaluation of UHD Content with Voctomix 2.0 <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-20' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW15764321 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW15764321 BCX8\">The research <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW15764321 BCX8\">evolves<\/span><span class=\"NormalTextRun SCXW15764321 BCX8\"> existing remote production workflows by testing and evaluating <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW15764321 BCX8\">Voctomix<\/span><span class=\"NormalTextRun SCXW15764321 BCX8\"> version 2.0 with UHD content, assessing its improvements and limitations compared to earlier deployments.<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW15764321 BCX8\"><span class=\"SCXW15764321 BCX8\">\u00a0<\/span><br class=\"SCXW15764321 BCX8\" \/><\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li>Background in multimedia networks or broadcasting<\/li>\n<li>Interest in video production tools and workflows<\/li>\n<li>Hands-on system integration skills<\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW146270846 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146270846 BCX8\">Javier Serrano Romero (<\/span><\/span><a class=\"Hyperlink SCXW146270846 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW146270846 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW146270846 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW146270846 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146270846 BCX8\">)<\/span><span class=\"NormalTextRun SCXW146270846 BCX8\"> \/ \u00c1lvaro Llorente G\u00f3mez (<\/span><\/span><a class=\"Hyperlink SCXW146270846 BCX8\" href=\"mailto:alvaro.llorente@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW146270846 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW146270846 BCX8\" data-ccp-charstyle=\"Hyperlink\">alvaro.llorente@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW146270846 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW146270846 BCX8\">)<\/span><\/span><span class=\"EOP SCXW146270846 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-21a6b3d83f8d28fa7714208dd05ba33f'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-21' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-21'>TFM-TAV-2526-003: Intelligent HD-to-UHD Upscaling System for Audiovisual Content <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-21' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"LineBreakBlob BlobObject DragDrop SCXW15764321 BCX8\"><span class=\"TextRun SCXW132356480 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW132356480 BCX8\">The project designs and implements a deep learning-based <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW132356480 BCX8\">upscaler<\/span><span class=\"NormalTextRun SCXW132356480 BCX8\"> to convert HD video content to UHD quality, <\/span><span class=\"NormalTextRun SCXW132356480 BCX8\">optimizing<\/span><span class=\"NormalTextRun SCXW132356480 BCX8\"> perceptual and objective metrics, and delivering a functional software tool.<\/span><\/span><span class=\"EOP SCXW132356480 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Image\/video processing and neural networks<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Python and deep learning frameworks<\/span><\/li>\n<li><span data-contrast=\"auto\">Knowledge of video quality assessment<\/span><span data-contrast=\"auto\">\u2028<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">)<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\"> \/ \u00c1lvaro Llorente (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:alvaro.llorente@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">alvaro.llorente@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">) \/ Alberto del Rio (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">)\u00a0<\/span><\/span><span class=\"EOP SCXW266011479 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-52a87fa3d615970ee03f85d1cc5a64ab'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-22' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-22'>TFM-TAV-2526-004: Framework for Automated Verification of Age Rating Compliance in Audiovisual Content <span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-22' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW73578852 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW73578852 BCX8\">Development of a modular system to automatically verify and audit content age classification using EPG extraction, logo recognition, and audio\/text content analysis to ensure protection of minors on TV and streaming.<\/span><\/span><span class=\"EOP SCXW73578852 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Audio\/image processing and machine learning<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Python programming, media analysis libraries<\/span><\/li>\n<li><span data-contrast=\"auto\">Interest in digital law and content regulation<\/span><span data-contrast=\"auto\">\u2028<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">)<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\"> \/ \u00c1lvaro Llorente (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:alvaro.llorente@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">alvaro.llorente@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">)\u00a0<\/span><\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-35fc65769ca211a7b957031bfc9eaaa9'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-23' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-23'>TFG-TAV-2526-005: Extension of Bj\u00f8ntegaard Delta Metric with a Third Analysis Parameter<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-23' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW245449315 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW245449315 BCX8\">Implementation and evaluation of a new version of the BD metric for compression evaluation, incorporating a third parameter (e.g., spatial\/global complexity) to improve discrimination in image\/video assessment.<\/span><\/span><span class=\"EOP SCXW245449315 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Image processing, Python or MATLAB<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Knowledge in metric analysis and statistics<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">David Jim<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\">\u00e9<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\">nez (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:david.jimenezb@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">david.jimenezb@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">)<\/span><span class=\"NormalTextRun SCXW266011479 BCX8\"> \/ \u00c1lvaro Llorente (<\/span><\/span><a class=\"Hyperlink SCXW266011479 BCX8\" href=\"mailto:alvaro.llorente@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW266011479 BCX8\" data-ccp-charstyle=\"Hyperlink\">alvaro.llorente@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW266011479 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW266011479 BCX8\">)\u00a0<\/span><\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<section class='av_toggle_section av-m2ivhysf-7f46bbd2e89cc3ef4e09614c41289763'  itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div role=\"tablist\" class=\"single_toggle\" data-tags=\"{Todo} \"  ><p data-fake-id='#toggle-id-24' class='toggler   '  itemprop=\"headline\"  role='tab' tabindex='0' aria-controls='toggle-id-24'>TFG-RSI-2526-001: Passive Network Probes with Kubernetes-Orchestrated AI for Bandwidth Estimation<span class=\"toggle_icon\"><span class=\"vert_icon\"><\/span><span class=\"hor_icon\"><\/span><\/span><\/p><div id='toggle-id-24' class='toggle_wrap  '  ><div class='toggle_content invers-color '  itemprop=\"text\" ><p>DESCRIPTION:<\/p>\n<p><span class=\"TextRun SCXW264501751 BCX8\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW264501751 BCX8\">The research designs AI-driven passive probes that estimate available bandwidth without disrupting active traffic, leveraging Kubernetes to orchestrate deployment, scalability, and management.<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW264501751 BCX8\"><span class=\"SCXW264501751 BCX8\">\u00a0<\/span><br class=\"SCXW264501751 BCX8\" \/><\/span><\/p>\n<p>REQUIREMENTS:<\/p>\n<ul>\n<li><span data-contrast=\"auto\">Understanding of network protocols and measurements<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Basic Kubernetes knowledge<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<li><span data-contrast=\"auto\">Programming and AI\/ML fundamentals<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/li>\n<\/ul>\n<p>TUTOR:<\/p>\n<p><span class=\"TextRun SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW220241934 BCX8\">Alberto del Rio Ponce (<\/span><\/span><a class=\"Hyperlink SCXW220241934 BCX8\" href=\"mailto:a.delriop@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW220241934 BCX8\" data-ccp-charstyle=\"Hyperlink\">a.delriop@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW220241934 BCX8\">)<\/span><\/span> <span class=\"TextRun SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW220241934 BCX8\">\/<\/span><\/span> <span class=\"TextRun SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW220241934 BCX8\">Javier Serrano Romero (<\/span><\/span><a class=\"Hyperlink SCXW220241934 BCX8\" href=\"mailto:javier.serrano@upm.es\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"TextRun Underlined SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW220241934 BCX8\" data-ccp-charstyle=\"Hyperlink\">javier.serrano@upm.es<\/span><\/span><\/a><span class=\"TextRun SCXW220241934 BCX8\" lang=\"ES-ES\" xml:lang=\"ES-ES\" data-contrast=\"auto\"><span class=\"NormalTextRun SCXW220241934 BCX8\">)<\/span><\/span><span class=\"EOP SCXW220241934 BCX8\" data-ccp-props=\"{}\">\u00a0<\/span><\/p>\n<\/div><\/div><\/div><\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-7219","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/pages\/7219","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/comments?post=7219"}],"version-history":[{"count":54,"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/pages\/7219\/revisions"}],"predecessor-version":[{"id":10482,"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/pages\/7219\/revisions\/10482"}],"wp:attachment":[{"href":"https:\/\/www.gatv.ssr.upm.es\/index.php\/wp-json\/wp\/v2\/media?parent=7219"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}