{"id":227,"date":"2023-02-27T18:33:11","date_gmt":"2023-02-27T17:33:11","guid":{"rendered":"https:\/\/wp.unil.ch\/aail\/?page_id=227"},"modified":"2026-09-28T11:01:34","modified_gmt":"2026-09-28T09:01:34","slug":"msc-thesis","status":"publish","type":"page","link":"https:\/\/wp.unil.ch\/aail\/msc-thesis\/","title":{"rendered":"MSc Thesis &amp; Supervision"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">The Applied AI Lab (AAIL) at HEC Lausanne investigates the intersection of artificial intelligence, organizational decision-making, and societal impact. We supervise Master&#8217;s theses that combine rigorous theoretical foundations with empirical depth, covering both internal academic projects and collaborative investigations with industry partners.<\/p>\n\n\n\n<div class=\"wp-block-group\" style=\"background-color:#fff3cd;border-left:6px solid #ffc107;padding:20px 25px;border-radius:6px;margin:25px 0\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<h3 style=\"margin-top:0;color:#664d03\">\u26a0\ufe0f IMPORTANT APPLICATION RULES<\/h3>\n<p style=\"margin-bottom:0;color:#664d03\">All Master&#8217;s thesis applications must be submitted exclusively through the online form below. Direct applications sent by email are not reviewed. Candidates must not contact Prof. Yash Raj Shrestha directly regarding thesis availability or supervision requests. For administrative inquiries regarding the intake process, contact Henri Jamet (henri.jamet@unil.ch) or Leping Li (leping.li@unil.ch).<\/p>\n<\/div><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><p style=\"text-align:center;margin:30px 0\">\n<a href=\"#application-form\" class=\"wp-block-button__link wp-element-button\" style=\"background-color:#0d6efd;color:#ffffff;padding:12px 24px;border-radius:4px;text-decoration:none;font-weight:bold;margin:5px;display:inline-block\">\ud83d\udc49 Apply Now (Online Form)<\/a>\n<a href=\"#open-topics\" class=\"wp-block-button__link wp-element-button\" style=\"background-color:#6c757d;color:#ffffff;padding:12px 24px;border-radius:4px;text-decoration:none;font-weight:bold;margin:5px;display:inline-block\">\ud83d\udca1 Open Research Topics<\/a>\n<a href=\"#guidelines\" class=\"wp-block-button__link wp-element-button\" style=\"background-color:#6c757d;color:#ffffff;padding:12px 24px;border-radius:4px;text-decoration:none;font-weight:bold;margin:5px;display:inline-block\">\ud83d\udccb Proposal Guidelines &amp; Grading<\/a>\n<a href=\"#alumni\" class=\"wp-block-button__link wp-element-button\" style=\"background-color:#6c757d;color:#ffffff;padding:12px 24px;border-radius:4px;text-decoration:none;font-weight:bold;margin:5px;display:inline-block\">\ud83c\udf93 Past Theses &amp; Alumni<\/a>\n<\/p><\/p>\n\n\n\n<h2 id=\"open-topics\" class=\"wp-block-heading\">\ud83d\udca1 Open Master Thesis Topics<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">While candidates are encouraged to formulate their own research proposals aligned with AAIL research pillars, the laboratory regularly offers pre-defined thesis positions tied to active research projects:<\/p>\n\n\n\n<div class=\"wp-block-group\" style=\"background-color:#f0f7ff;border:1px solid #b6d4fe;border-left:6px solid #0d6efd;padding:25px 30px;border-radius:8px;margin:25px 0\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<span style=\"display:inline-block;background-color:#0d6efd;color:#ffffff;font-size:12px;font-weight:bold;padding:3px 10px;border-radius:4px;text-transform:uppercase;margin-bottom:10px\">Active Research Opening<\/span>\n<h3 style=\"margin-top:5px;margin-bottom:12px;color:#084298\">AI for Legal and Justice (Caritas Switzerland Collaboration)<\/h3>\n<p style=\"color:#052c65;line-height:1.6;margin-bottom:12px\">This project investigates the deployment of retrieval-augmented generation and domain-adapted semantic search over asylum procedure documentation and legal case records. The thesis is conducted in direct partnership with Caritas Switzerland and academic partners across UNIL and the University of St. Gallen, focusing on factual consistency, fairness, and administrative workflow efficiency.<\/p>\n<p style=\"color:#052c65;margin-bottom:0;font-size:14px\"><strong>Academic Lead &amp; Contact:<\/strong> Johannes-Rudolf David (<a href=\"mailto:johannes-rudolf.david@unil.ch\" style=\"color:#0d6efd;font-weight:bold\">johannes-rudolf.david@unil.ch<\/a>). Interested applicants should indicate this topic in their online submission form.<\/p>\n<\/div><\/div>\n\n\n\n<h2 id=\"guidelines\" class=\"wp-block-heading\">\ud83d\udccb Master&#8217;s Thesis Guidelines &amp; Supervision Process<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. General Framework &amp; Capacities<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">AAIL accommodates two thesis modalities: an internal academic thesis conducted entirely within the laboratory, or a corporate thesis conducted in an external organization under joint academic supervision. The laboratory operates under a strict annual quota of six Master&#8217;s students across all supervisors. Applicants must submit their proposal two to three months before their intended starting date, after reviewing the official HEC Lausanne Master&#8217;s thesis guidelines.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. Proposal Structure &amp; Submission Requirements<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Applicants must provide a concise research proposal of maximum two double-spaced pages (PDF format, 12pt standard font). The proposal must sequentially address nine core elements: (1) working title, (2) introduction and academic context, (3) research problem and motivation, (4) research questions and specific objectives, (5) theoretical framework, (6) proposed methodology and data access strategy, (7) expected theoretical and managerial contributions, (8) tentative execution timeline with milestones, and (9) key literature references.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. Recommendations for Proposal Preparation<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Successful proposals demonstrate solid theoretical grounding and articulate clear research questions rather than generic technical aspirations. Alignment with the primary research streams of AAIL (algorithmic management, human-AI collaboration, and organizational decision-making) is essential. Proposals must demonstrate that data access is either already secured or realistically obtainable within the master calendar.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4. Intake &amp; Arbitration Workflow<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Admission follows a four-stage protocol. Following online submission via this portal, the AAIL supervision committee conducts an internal review during its bi-weekly arbitration session. Candidates receive formal notification of acceptance or decline within two weeks. Admitted candidates participate in an initial kick-off meeting to finalize supervisor assignment and validate the research schedule.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5. Evaluation Matrix (24 ECTS)<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The final Master&#8217;s thesis is evaluated across seven rigorous academic dimensions:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table style=\"width:100%;border-collapse:collapse;margin:20px 0;font-size:15px\">\n<thead>\n<tr style=\"background-color:#f8f9fa;border-bottom:2px solid #dee2e6;text-align:left\">\n<th style=\"padding:10px 15px\">Evaluation Dimension<\/th>\n<th style=\"padding:10px 15px;width:15%\">Weight<\/th>\n<th style=\"padding:10px 15px\">Assessment Scope<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Research Question &amp; Motivation<\/strong><\/td><td style=\"padding:10px 15px\">10%<\/td><td style=\"padding:10px 15px\">Relevance, clarity, and articulation of the problem scope.<\/td><\/tr>\n<tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Theoretical Foundation &amp; Literature<\/strong><\/td><td style=\"padding:10px 15px\">15%<\/td><td style=\"padding:10px 15px\">Mastery of relevant literature and rigorous conceptual framing.<\/td><\/tr>\n<tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Methodological Rigor<\/strong><\/td><td style=\"padding:10px 15px\">20%<\/td><td style=\"padding:10px 15px\">Appropriateness of research design, data validity, and execution.<\/td><\/tr><tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Results &amp; Empirical Analysis<\/strong><\/td><td style=\"padding:10px 15px\">20%<\/td><td style=\"padding:10px 15px\">Depth, accuracy, and technical validity of findings.<\/td><\/tr>\n<tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Discussion &amp; Implications<\/strong><\/td><td style=\"padding:10px 15px\">15%<\/td><td style=\"padding:10px 15px\">Theoretical contributions, practical relevance, and self-reflection on limitations.<\/td><\/tr>\n<tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Academic Structure &amp; Clarity<\/strong><\/td><td style=\"padding:10px 15px\">10%<\/td><td style=\"padding:10px 15px\">Precision of academic prose, formatting rigor, and citation standards.<\/td><\/tr>\n<tr style=\"border-bottom:1px solid #dee2e6\"><td style=\"padding:10px 15px\"><strong>Autonomy &amp; Initiative<\/strong><\/td><td style=\"padding:10px 15px\">10%<\/td><td style=\"padding:10px 15px\">Critical thinking, intellectual independence, and project management.<\/td><\/tr>\n<\/tbody>\n<\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">6. Corporate Theses &amp; Institutional Agreements<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Theses conducted in collaboration with corporate partners require a formal tripartite agreement binding HEC UNIL, the partner organization, and AAIL. The host organization must designate a qualified industry mentor to supervise practical operations. Non-disclosure agreements (NDAs) are accommodated when required to protect proprietary business information, provided academic evaluation standards and examination transparency remain sovereign.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">7. Submission &amp; Oral Defense Protocol<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Final manuscripts must be delivered according to the official HEC deadline calendar. The oral defense lasts sixty minutes, structured into three equal phases: a thirty-minute candidate presentation, a fifteen-minute question-and-answer exchange with the jury, and a fifteen-minute closed deliberation. The examination committee comprises the primary thesis supervisor and an appointed internal HEC faculty expert.<\/p>\n\n\n\n<h2 id=\"application-form\" class=\"wp-block-heading\">\ud83d\udcdd Master&#8217;s Thesis Online Application<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Please complete all fields and attach required documentation (PDF only). All applications are archived securely in the private AAIL repository and reviewed during the next bi-weekly faculty arbitration.<\/p>\n\n\n<script>\nvar gform;gform||(document.addEventListener(\"gform_main_scripts_loaded\",function(){gform.scriptsLoaded=!0}),document.addEventListener(\"gform\/theme\/scripts_loaded\",function(){gform.themeScriptsLoaded=!0}),window.addEventListener(\"DOMContentLoaded\",function(){gform.domLoaded=!0}),gform={domLoaded:!1,scriptsLoaded:!1,themeScriptsLoaded:!1,isFormEditor:()=>\"function\"==typeof InitializeEditor,callIfLoaded:function(o){return!(!gform.domLoaded||!gform.scriptsLoaded||!gform.themeScriptsLoaded&&!gform.isFormEditor()||(gform.isFormEditor()&&console.warn(\"The use of gform.initializeOnLoaded() is deprecated in the form editor context and will be removed in Gravity Forms 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action='\/aail\/wp-json\/wp\/v2\/pages\/227#gf_1' data-formid='1' novalidate>\n                        <div class='gform-body gform_body'><div id='gform_fields_1' class='gform_fields top_label form_sublabel_below description_below validation_below'><fieldset id=\"field_1_1\" class=\"gfield gfield--type-checkbox gfield--type-choice gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label gfield_label_before_complex' >Have you read the information pages on the process of a master&#039;s thesis and its supervision at the AAIL ?<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/legend><div class='ginput_container ginput_container_checkbox'><div class='gfield_checkbox ' id='input_1_1'><div class='gchoice gchoice_1_1_1'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_1.1' type='checkbox'  value='Yes, I have read and understood the process of a master&#039;s thesis at HEC UNIL'  id='choice_1_1_1'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_1_1' id='label_1_1_1' class='gform-field-label gform-field-label--type-inline'>Yes, I have read and understood the process of a master's thesis at HEC UNIL<\/label>\n\t\t\t\t\t\t\t<\/div><div class='gchoice gchoice_1_1_2'>\n\t\t\t\t\t\t\t\t<input class='gfield-choice-input' name='input_1.2' type='checkbox'  value='Yes, I have read and understood the master&#039;s thesis supervision process at AAIL'  id='choice_1_1_2'   \/>\n\t\t\t\t\t\t\t\t<label for='choice_1_1_2' id='label_1_1_2' class='gform-field-label gform-field-label--type-inline'>Yes, I have read and understood the master's thesis supervision process at AAIL<\/label>\n\t\t\t\t\t\t\t<\/div><\/div><\/div><\/fieldset><div id=\"field_1_2\" class=\"gfield gfield--type-text gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_2'>First Name<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_2' id='input_1_2' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_3\" class=\"gfield gfield--type-text gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_3'>Last Name<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_text'><input name='input_3' id='input_1_3' type='text' value='' class='large'     aria-required=\"true\" aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_4\" class=\"gfield gfield--type-email gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_4'>UNIL Email Address<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_email'>\n                            <input name='input_4' id='input_1_4' type='email' value='' class='large'    aria-required=\"true\" aria-invalid=\"false\"  \/>\n                        <\/div><\/div><fieldset id=\"field_1_5\" class=\"gfield gfield--type-radio gfield--type-choice gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label' >What kind of thesis do you want to conduct ?<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/legend><div class='ginput_container ginput_container_radio'><div class='gfield_radio' id='input_1_5'>\n\t\t\t<div class='gchoice gchoice_1_5_0'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_5' type='radio' value='Academic Thesis (within AAIL)'  id='choice_1_5_0' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_5_0' id='label_1_5_0' class='gform-field-label gform-field-label--type-inline'>Academic Thesis (within AAIL)<\/label>\n\t\t\t<\/div>\n\t\t\t<div class='gchoice gchoice_1_5_1'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_5' type='radio' value='Thesis in a company (within an organization and supervised by AAIL)'  id='choice_1_5_1' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_5_1' id='label_1_5_1' class='gform-field-label gform-field-label--type-inline'>Thesis in a company (within an organization and supervised by AAIL)<\/label>\n\t\t\t<\/div><\/div><\/div><\/fieldset><div id=\"field_1_6\" class=\"gfield gfield--type-text field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_6'>If with a company, which company and division ?<\/label><div class='ginput_container ginput_container_text'><input name='input_6' id='input_1_6' type='text' value='' class='large'      aria-invalid=\"false\"   \/><\/div><\/div><div id=\"field_1_13\" class=\"gfield gfield--type-date gfield--input-type-datepicker gfield--datepicker-default-icon gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_13'>Planned Start Date<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_date'>\n                            <input name='input_13' id='input_1_13' type='text' value='' class='datepicker gform-datepicker dmy datepicker_with_icon gdatepicker_with_icon'   placeholder='dd\/mm\/yyyy' aria-describedby=\"input_1_13_date_format\" aria-invalid=\"false\" aria-required=\"true\"\/>\n                            <span id='input_1_13_date_format' class='screen-reader-text'>DD slash MM slash YYYY<\/span>\n                        <\/div>\n                        <input type='hidden' id='gforms_calendar_icon_input_1_13' class='gform_hidden' value='https:\/\/wp.unil.ch\/aail\/wp-content\/plugins\/gravityforms\/images\/datepicker\/datepicker.svg'\/><\/div><div id=\"field_1_14\" class=\"gfield gfield--type-date gfield--input-type-datepicker gfield--datepicker-default-icon gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_14'>Planned End Date<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_date'>\n                            <input name='input_14' id='input_1_14' type='text' value='' class='datepicker gform-datepicker dmy datepicker_with_icon gdatepicker_with_icon'   placeholder='dd\/mm\/yyyy' aria-describedby=\"input_1_14_date_format\" aria-invalid=\"false\" aria-required=\"true\"\/>\n                            <span id='input_1_14_date_format' class='screen-reader-text'>DD slash MM slash YYYY<\/span>\n                        <\/div>\n                        <input type='hidden' id='gforms_calendar_icon_input_1_14' class='gform_hidden' value='https:\/\/wp.unil.ch\/aail\/wp-content\/plugins\/gravityforms\/images\/datepicker\/datepicker.svg'\/><\/div><div id=\"field_1_8\" class=\"gfield gfield--type-fileupload gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_8'>Curriculum Vitae (CV)<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_fileupload'><input type='hidden' name='MAX_FILE_SIZE' value='10485760' \/><input name='input_8' id='input_1_8' type='file' class='large' aria-describedby=\"gfield_upload_rules_1_8\" onchange='javascript:gformValidateFileSize( this, 10485760 );'  \/><span class='gfield_description gform_fileupload_rules' id='gfield_upload_rules_1_8'>Accepted file types: pdf, Max. file size: 10 MB.<\/span><div class='gfield_description validation_message gfield_validation_message validation_message--hidden-on-empty' id='live_validation_message_1_8'><\/div> <\/div><\/div><div id=\"field_1_9\" class=\"gfield gfield--type-fileupload gfield_contains_required field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_9'>Academic Transcripts (BSc &amp; MSc)<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_fileupload'><input type='hidden' name='MAX_FILE_SIZE' value='15728640' \/><input name='input_9' id='input_1_9' type='file' class='large' aria-describedby=\"gfield_upload_rules_1_9\" onchange='javascript:gformValidateFileSize( this, 15728640 );'  \/><span class='gfield_description gform_fileupload_rules' id='gfield_upload_rules_1_9'>Accepted file types: pdf, Max. file size: 15 MB.<\/span><div class='gfield_description validation_message gfield_validation_message validation_message--hidden-on-empty' id='live_validation_message_1_9'><\/div> <\/div><\/div><div id=\"field_1_10\" class=\"gfield gfield--type-fileupload gfield_contains_required field_sublabel_below gfield--has-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_10'>Master&#039;s Thesis Proposal<span class=\"gfield_required\"><span class=\"gfield_required gfield_required_text\">(Required)<\/span><\/span><\/label><div class='ginput_container ginput_container_fileupload'><input type='hidden' name='MAX_FILE_SIZE' value='10485760' \/><input name='input_10' id='input_1_10' type='file' class='large' aria-describedby=\"gfield_upload_rules_1_10 gfield_description_1_10\" onchange='javascript:gformValidateFileSize( this, 10485760 );'  \/><span class='gfield_description gform_fileupload_rules' id='gfield_upload_rules_1_10'>Accepted file types: pdf, Max. file size: 10 MB.<\/span><div class='gfield_description validation_message gfield_validation_message validation_message--hidden-on-empty' id='live_validation_message_1_10'><\/div> <\/div><div class='gfield_description' id='gfield_description_1_10'>2 pages max, adhering to the 9-point proposal structure.<\/div><\/div><div id=\"field_1_11\" class=\"gfield gfield--type-textarea field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><label class='gfield_label gform-field-label' for='input_1_11'>Topic ideas or preferred research directions<\/label><div class='ginput_container ginput_container_textarea'><textarea name='input_11' id='input_1_11' class='textarea large'      aria-invalid=\"false\"   rows='10' cols='50'><\/textarea><\/div><\/div><fieldset id=\"field_1_12\" class=\"gfield gfield--type-radio gfield--type-choice field_sublabel_below gfield--no-description field_description_below field_validation_below gfield_visibility_visible\"  ><legend class='gfield_label gform-field-label' >Preferred \/ Desired Supervisor at AAIL<\/legend><div class='ginput_container ginput_container_radio'><div class='gfield_radio' id='input_1_12'>\n\t\t\t<div class='gchoice gchoice_1_12_0'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_12' type='radio' value='Henri Jamet'  id='choice_1_12_0' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_12_0' id='label_1_12_0' class='gform-field-label gform-field-label--type-inline'>Henri Jamet<\/label>\n\t\t\t<\/div>\n\t\t\t<div class='gchoice gchoice_1_12_1'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_12' type='radio' value='Leping Li'  id='choice_1_12_1' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_12_1' id='label_1_12_1' class='gform-field-label gform-field-label--type-inline'>Leping Li<\/label>\n\t\t\t<\/div>\n\t\t\t<div class='gchoice gchoice_1_12_2'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_12' type='radio' value='Amir'  id='choice_1_12_2' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_12_2' id='label_1_12_2' class='gform-field-label gform-field-label--type-inline'>Amir<\/label>\n\t\t\t<\/div>\n\t\t\t<div class='gchoice gchoice_1_12_3'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_12' type='radio' value='Yuanjun Feng'  id='choice_1_12_3' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_12_3' id='label_1_12_3' class='gform-field-label gform-field-label--type-inline'>Yuanjun Feng<\/label>\n\t\t\t<\/div>\n\t\t\t<div class='gchoice gchoice_1_12_4'>\n\t\t\t\t\t<input class='gfield-choice-input' name='input_12' type='radio' value='Johannes David'  id='choice_1_12_4' onchange='gformToggleRadioOther( this )'    \/>\n\t\t\t\t\t<label for='choice_1_12_4' id='label_1_12_4' class='gform-field-label gform-field-label--type-inline'>Johannes David<\/label>\n\t\t\t<\/div>\n\t\t\t<div class='gchoice gchoice_1_12_5'>\n\t\t\t\t\t<input class='gfield-choice-input' 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Student<\/td><td>Prof. <\/td><td>Main Tutors <\/td><td>Company<\/td><td>Topic<\/td><\/tr><tr><td>2024<\/td><td>Ahmad Farhat<\/td><td>Yash<\/td><td>Yuanjun Feng and Gregory Chevalley<\/td><td>Stouff Capital<\/td><td>Adapting to Evolving Data Needs: Integrating No-Code Visualization in a<br>Private Investment Firm &#8211; Stouff Capital Case Study<\/td><\/tr><tr><td>2024<\/td><td>Mireille Adjaoute<\/td><td>Yash<\/td><td>Yuanjun Feng<\/td><td>ABBL<\/td><td>Data Complexity in Open Finance Integration Challenges and Solution Alternatives<\/td><\/tr><tr><td>2024<\/td><td>Srivathshan  Paramalingam<\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust and Arnaud Rambicur<\/td><td>KPMG<\/td><td>Optimizing Artificial Intelligence Integration in Auditting: Enhancing Quality and Addressing Challenges<\/td><\/tr><tr><td>2024<\/td><td>Giacomo Rattazzi<\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust and Henri Jamet<\/td><td>Academic<\/td><td>Analyzing the Political Bias of Large Language Models on Climate Change Discourse&nbsp;<\/td><\/tr><tr><td>2024<\/td><td>Yonah Bole <strong>(Eraneos Switzerland award for best thesis in Information Systems and Digital Innovation)<\/strong><\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust<\/td><td>Ubisoft<\/td><td>Workflow Efficiency in Game Development: Exploring How Integrating Generative Artificial Intelligence, Specifically Stable Diffusion, Into Game Development Pipelines Can Enhance Efficiency, Creativity, and Innovation.&nbsp;<\/td><\/tr><tr><td>2024<\/td><td>Ismael Tewfik<\/td><td>Yash<\/td><td>Yuanjun Feng<\/td><td>Richemont<\/td><td>Optimizing Onboarding with \u201cEnboarder\u201d:&nbsp;<br>A Solution to Early Employee Turnover&nbsp;<\/td><\/tr><tr><td>2024<\/td><td>Krzysztof Szerenos<\/td><td>Yash<\/td><td>Yuanjun Feng<\/td><td>Santander Private Bank<\/td><td>Optimizing Bank Operations: A Case Study on the Appian Case Management Tool Implementation in Santander Private Bank<\/td><\/tr><tr><td>2024<\/td><td><br>Christophe Rosset<\/td><td>Yash<\/td><td>Henri Jamet<\/td><td><br>Vaudoise Assurances<\/td><td>How DevOps Tools Can Enhance Software<br>Engineering Activities for HR Software<br>Deliveries ?<\/td><\/tr><tr><td>2024<\/td><td>Johannes-Rudolf David <strong>(Faculty award for best overall average in Information Systems and Digital Innovation)<\/strong><br><\/td><td>Yash<\/td><td>Henri Jamet<\/td><td>Visible SA<\/td><td>LIFT: Leveraging LLMs to Assist Meeting Facilitators<\/td><\/tr><tr><td>2025<\/td><td>L\u00e9o Rongier<\/td><td>Yash<\/td><td>Yuanjun Feng and Lucas Rongier<\/td><td>Polyhabitat<\/td><td>AI and SEO: Revolutionizing Search Engine Techniques in Content Marketing<\/td><\/tr><tr><td>2025<\/td><td>Gaetan Stein <strong>(Faculty award for best thesis in Information Systems and Digital Innovation)<\/strong><\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust<\/td><td>KPMG<\/td><td><em>Optimising IT audit documentation with generative AI: An action design research study on efficiency, standardisation, and quality at KPMG<\/em><\/td><\/tr><tr><td>2025<\/td><td>Selma Riedo<\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust<\/td><td>Academic<\/td><td>When Your Boss is an AI: Identity Label Bias in LLMTask Allocation Decisions<\/td><\/tr><tr><td>2026<\/td><td>Arthur Aim\u00e9 M\u00fcller<\/td><td>Yash<\/td><td>Henri Jamet &amp; Tomasz Stempak<\/td><td>Richemont, Group Logistics<\/td><td>Enhancing Business Interpretability of Time Series Forecasting Models through Large Language Models and Prompt Engineering<\/td><\/tr><tr><td>2026<\/td><td>Pierre-Augustin Grillat<\/td><td>Yash<\/td><td>Henri Jamet &amp; St\u00e9phane Fallet<\/td><td>RapidRise<\/td><td>The evolution of SME executives&#8217; perception of artificial intelligence and its effects on the development of requirements<\/td><\/tr><tr><td>2026<\/td><td>Guilherme Dinis Caramelo Homem<\/td><td>Yash<\/td><td>Yuanjun Feng<\/td><td>Academic<\/td><td>How people intuitively select and update trust in different information sources when they&#8217;re making decisions<\/td><\/tr><tr><td>2026<\/td><td>Mathis Peyronne<\/td><td>Yash<\/td><td>Henri Jamet<\/td><td>Academic<\/td><td>AI as an interrogator in a Reverse Turing<\/td><\/tr><tr><td>2026<\/td><td>Assiya Terki<\/td><td>Yash<\/td><td>Johannes David<\/td><td>Caritas<\/td><td>Semantic search and RAG over asylum procedure meeting minutes<\/td><\/tr><tr><td>2026<\/td><td>Hamza Karmouche<\/td><td>Yash<\/td><td>Henri Jamet<\/td><td>Academic<\/td><td>Digital Twin-Based Modeling of Industrial Systems: A Smart-Grid-Inspired Approach to Analyzing Supply Chains and Operational Interdependencies in Factory Processes<\/td><\/tr><tr><td>2026<\/td><td>You Li<\/td><td>Yash<\/td><td>Yuanjun Feng<\/td><td>Resilio Solutions<\/td><td><\/td><\/tr><tr><td>2026<\/td><td>Guillaume Grand<\/td><td>Yash<\/td><td>Henri Jamet<\/td><td>Vonlanthen Consulting SA<\/td><td>On-premise AI assistants: meeting transcription &amp; LPP legal Q&amp;A<\/td><\/tr><tr><td>2026<\/td><td>Tatiana von Erlach<\/td><td>Yash<\/td><td>Henri Jamet<\/td><td>Canton Vaud &#8211; DGEP<\/td><td>GenAI tools for pedagogy in post-obligatory education<\/td><\/tr><tr><td>2026<\/td><td>Malak Kharshoum<\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust<\/td><td>AI Strategic Unit (UNIL)<\/td><td>AI for academic research and education<\/td><\/tr><tr><td>2026<\/td><td>Ismael Ouarit<\/td><td>Yash<\/td><td>Yuanjun Feng<\/td><td>Assura<\/td><td>The Economics of Agent Memory: Optimizing Autonomous Retention in an Enterprise Workplace Assistant<\/td><\/tr><tr><td>2026<\/td><td>Sacha Jocic<\/td><td>Yash<\/td><td>Leping Li<\/td><td>Rolex SA \/ UNIL<\/td><td>Wikipedia dumps &amp; knowledge creation with GenAI<\/td><\/tr><tr><td>2027<\/td><td>Gizay Ceylan<\/td><td>Yash<\/td><td>Amirsiavosh Bashardoust<\/td><td>Huntsman<\/td><td>AI-driven decision-assist tools for supporting smarter decision-making across a supply chain organization<\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/details>\n\n<details style=\"background-color:#fdfffd;border:1px solid #e2e8f0;border-radius:6px;padding:15px 20px;margin-bottom:20px\">\n<summary style=\"font-weight:bold;font-size:16px;cursor:pointer;color:#0d6efd\">\u25b6 Past Master Thesis Supervision @ ETH Zurich (2015 \u2013 2022)<\/summary>\n<div style=\"margin-top:15px\">\n<p>19. Claudio Zihlmann (2022)<br>Topic:&nbsp;<strong>Market access strategy for a new value product in the oral market for biomaterials<\/strong>&nbsp;<a href=\"https:\/\/smi.ethz.ch\/news-events\/newschannel1\/2022\/11\/claudio-masa.html\">MAS Excellence Award 2022<\/a><\/p>\n<p>18. Lydia Pagani (2022)<br>Topic:&nbsp;<strong>Stylistic production: How the stylistic choices of the occupational community of the Swiss independent watchmakers influence their company\u2019s strategy<\/strong><\/p>\n<p>17. Savindu Herath (2021)<br>Topic:&nbsp;<strong>Leaveraging data-driven decision-making in co-creation business models to improve firm performance: Evidence from online fashion retailing<\/strong>&nbsp;Received&nbsp;<a href=\"https:\/\/smi.ethz.ch\/news-events\/newschannel1\/2022\/11\/sav-ethm.html\">ETH Medal Award 2022<\/a>&nbsp;(top 2%)<\/p>\n<p>16. Tobias Motz (2021)<br>Topic:&nbsp;<strong>Artificial Intelligence and Organizations: Paradigms of action for a successful integration<\/strong><\/p>\n<p>15. Anastasios Papageorgiou (2021)<br>Topic:&nbsp;<strong>Deep Learning for disease diagnosis<\/strong><\/p>\n<p>14. Leopold Franz (2020)<br>Topic:&nbsp;<strong>Managing Disease Diagnoses with Structured and Unstructured Clinical Data<\/strong><\/p>\n<p>13. Sebastian Windeck Otto (2020)<br>Topic:&nbsp;<strong>Knowledge graphs for strategic business applications<\/strong><\/p>\n<p>12. Martin Buttensch\u00f6n (2018)<br>Topic:&nbsp;<strong>Data for AI: How well structured data empowers business to benefit from machine learning<\/strong><\/p>\n<p>11. Apurva Maduskar (2017)<br>Topic:&nbsp;<strong>When Corporate Agile Meets Open Source: Contrasting Knowledge Integration and Documentation Practices<\/strong>&nbsp;Recieved&nbsp;<a href=\"https:\/\/smi.ethz.ch\/news-events\/newschannel1\/2018\/10\/awarded2.html\">MAS Excellence Award 2018<\/a><\/p>\n<p>10. Chun-Hui Kuo (2017)<br>Topic:&nbsp;<strong>From startup to scaleup: Two-phase searching for human resource acquisition inearly-stage spin-offs<\/strong><\/p>\n<p>9. Matthias Stenske (2017)<br>Topic:&nbsp;<strong>Open Source Strategy for Swiss Telecommunication infrastructure industry: Impact on strategic resources<\/strong><\/p>\n<p>8. Mikko Leimio (2017)<br>Topic:&nbsp;<strong>The Impact of an Open Source Hardware Strategy for 5G Technology to the Telecom Industry and a major Swiss Telecommunications Provider<\/strong><\/p>\n<p>7. Matteo Frondoni (2016)<br>Topic: Competing with giants: Artificial Intelligence as a threat or an opportunity for the swiss TIME industry?<br>Recieved&nbsp;<a href=\"https:\/\/smi.ethz.ch\/news-events\/newschannel1\/2017\/03\/konstantinos-trantopolous-awarded-eth-medal.html\">Student Prize 2016 from the SEW-EURODRIVE Foundation<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/smi.ethz.ch\/news-events\/newschannel1\/2017\/11\/awarded1.html\">ETH Medal 2017<\/a>&nbsp;(top 2%)<\/p>\n<p>6. David Roegiers (2016)<br>Topic:&nbsp;<strong>Start-up acquisitions in the open source software space: What is the effect oncommunity dynamics ?<\/strong><\/p>\n<p>5. Christoph Hirnschall (2016)<br>Topic:&nbsp;<strong>Online learning of user preferences with applications for online marketplaces<\/strong><br>Recieved&nbsp;<a href=\"https:\/\/smi.ethz.ch\/news-events\/newschannel1\/2017\/11\/awarded1.html\">Willie Studer Prize 2017<\/a>&nbsp;(best student in each ETH Zurich Master\u2019s degree programme)<\/p>\n<p>4. Matthias Auf der Mauer (2015)<br>Topic:&nbsp;<strong>Business Model Analysis of Intuitive Surgical Inc.and Strategic Implications for Companies in the Robotic Assisted Ablation Catheter Industry<\/strong><\/p>\n<p>3. Pascal Mages (2015)<br>Topic:&nbsp;<strong>IT Outsourcing for Small and Medium Enterprises<\/strong><\/p>\n<p>2. Remo Hug (2015)<br>Topic:&nbsp;<strong>Sharing economy in the market for kid\u2019s goods in Switzerland<\/strong><\/p>\n<p>1. Fotini Traka (2015)<br>Topic:&nbsp;<strong>OSS Licenses and project sustainability<\/strong><\/p>\n<\/div>\n<\/details>\n","protected":false},"excerpt":{"rendered":"<p>The Applied AI Lab (AAIL) at HEC Lausanne investigates the intersection of artificial intelligence, organizational decision-making, and societal impact. 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