{"id":53,"date":"2024-01-27T23:01:32","date_gmt":"2024-01-27T22:01:32","guid":{"rendered":"http:\/\/localhost:8000\/?page_id=53"},"modified":"2026-04-07T11:14:53","modified_gmt":"2026-04-07T09:14:53","slug":"53-2","status":"publish","type":"page","link":"https:\/\/academy.m31.com\/?page_id=53","title":{"rendered":"Project Repository"},"content":{"rendered":"\n

This is the archive with the major experiences gained in the Academy by students and collaborators in 2026<\/strong>, 2025<\/strong>, and 2024<\/strong>.<\/p>\n\n\n\n

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2026<\/strong><\/h2>\n\n\n\n
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Name of the project <\/strong><\/td>Area<\/strong><\/td>Stager<\/strong><\/td>University<\/strong><\/td>The reason for the stage<\/strong><\/td><\/tr>
25021<\/strong> –
Images and Lidar data analysis for vine pruning<\/td>		Computer Vision, Image Processing, Deep Learning<\/td>Tomas Guarini<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr>
25012<\/strong> – AI Chatbot for Developer Support<\/td>NLP, Intelligent Search, Knowledge Management, Developer Assistant<\/td>Tommaso Dainese<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr>
25017<\/strong> – “Bytes” software understanding<\/td>Software Development, System Modernization, Code Optimization, User Experience Enhancement<\/td>Emilio Belloni<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr>
25010<\/strong> – API Documentation Automation<\/td>Software Development, CI\/CD Integration, API Development, API Testing<\/td>Antonio Paulette De’mozzi<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr>
25018<\/strong> – Real-Time IoT Communication Framework for Constrained Devices Using Zephyr RTOS<\/td>IoT, Zephyr RTOS, Embedded Systems, Modular System Design<\/td>Giovanni Piccari<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr>
26005<\/strong> – Active and Continuous Learning for image classification in a Liquid Handler device<\/td>Computer Vision, Image Processing, Active Learning, Reinforcement Learning, Continuous Learning Systems<\/td>Giulia Alba di prampero<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n
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2025<\/strong><\/h2>\n\n\n\n
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Name of the project <\/strong><\/td>Area<\/strong><\/td>Stager<\/strong><\/td>University<\/strong><\/td>The reason for the stage<\/strong><\/td><\/tr>
24008<\/strong> – Motor control board control via CAN BUS<\/td>CAN bus, Automation, STM32, Embedded Linux<\/td>Mohammad Sari<\/td>\"\"<\/td>Thesis<\/strong>: <\/a>
Design of a 64-Byte CAN Bus Fragmentation and Acknowledgment Protocol for DNA Extraction Instrument Controller<\/td><\/tr>
25006<\/strong> – Image Generation Using GANs for Improving Computer Vision Algorithms<\/td>Generative AI (GenAI), Computer Vision<\/td>Moones Mobaraki<\/td>\"\"<\/td>Thesis<\/a><\/strong>:
Design GAN-Based Data Augmentation for Enhanced Test Tube Classification in Medical Automated Liquid Handling Systems<\/td><\/tr>
24006<\/strong> – Optimization of a 3D machine simulator biomedical laboratory<\/td>Digital Twin, 3D Graphics<\/td>Alessandro Bressan<\/td>\"\"<\/td>Thesis<\/a><\/strong>:
Optimization of a 3D simulator for biomedical machines<\/td><\/tr>
25001<\/strong> – Real-time IoT data streaming<\/td>Cloud Computing, IoT, Big Data, Data transmission<\/td>Matteo Squarzoni<\/td>\"\"<\/td>Thesis<\/a><\/strong>:
Development of an IoT System for Real-Time Sensor Data Transmission<\/td><\/tr>
25000 <\/strong>– Implementation of image classification algorithms using deep learning techniques<\/td>Computer Vision<\/td>Gianmaria Frigo<\/td>\"\"<\/td>Thesis<\/strong>:<\/a>
Multi-View CNNs for Industrial Object Classification: From Synthetic Dataset Design to Transfer Learning and Fusion Strategies<\/td><\/tr>
24001<\/strong> – Safe and Efficient Distribution of Firmware Updates via cloud services<\/td>OTA Updates, Cloud Programming, Firmware programming<\/td>Skander Helali<\/td>\"\"<\/td>Mandatory for Invest Your Talent in Italy <\/b>(IYT)<\/strong> Scholarship<\/strong><\/td><\/tr>
24004<\/strong> – Machine Learning & Computer Vision (in a Liquid Handler)<\/td>Computer Vision, Liquid Handling, Image Classification, Embedded System<\/td>Marco Falanga<\/td>\"\"<\/td>Thesis<\/a>:<\/strong>
Robust and Efficient AI Vision for Real-Time Monitoring on Embedded Liquid Handling Systems<\/td><\/tr>
24010<\/strong> – Design of a Buck-Boost DC-DC Converter<\/td>HW Design, DC-DC converter<\/td>Dragomir Rosculet<\/td>\"\"<\/td>Thesis<\/strong>:<\/a>
Simulation and optimization of a DC-DC Buck-Boost converter
<\/td><\/tr>
24014<\/strong> – Design of a Robotic Arm for Capper\/Decapper<\/td>Capper\/Decapper, Robotic arm, Mechanical design<\/td>Francesco Ba\u00f9<\/td>\"\"<\/td>Thesis<\/strong>:<\/a>
Market research and design of a robotic gripper for the capping and decapping of test tubes<\/td><\/tr>
25011<\/strong> – Analysis and Recognition of Anomalous Lighting Conditions<\/td>Computer Vision, Anomaly Detection, Image Processing, ML\/AI<\/td>Mattia Maragno<\/td>\"\"<\/td>Thesis<\/strong>:<\/a>
Accuracy of Computer Vision Algorithms: The Impact of Ambient Lighting<\/td><\/tr>
25003<\/strong> – Observability e Monitoring<\/td>Microservices, IoT, ML\/AI<\/td>Guirong Lan<\/td>\"\"<\/td>Thesis<\/a><\/strong>:
Distributed observability and monitoring for IoT devices<\/td><\/tr>
24012<\/strong> – Analysis and Optimization of the BOM of an Electronic Board<\/td>BOM, Cost optimization, HW components<\/td>Nicola Rampado<\/td>\"\"<\/td>Credits for the degree<\/strong><\/td><\/tr>
25004<\/strong> – Digital Twin for IoT Devices<\/td>Software, Digital Twin, IoT<\/td>Matteo Marangon<\/td>\"\"<\/td>Thesis<\/a><\/strong>:
Design and Development of a Digital Twin for IoT Devices<\/td><\/tr>
25005<\/strong> –
Secure Remote Control of IoT Devices<\/td>		Software Development, Authentication, Security protocols, IoT<\/td>Davide Spada<\/td>\"\"<\/td>Thesis<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n
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2024<\/strong><\/h2>\n\n\n\n
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Name of the project <\/strong><\/td>Area<\/strong><\/td>Stager<\/strong><\/td>University<\/strong><\/td>The reason for the stage<\/strong><\/td><\/tr>
24002<\/strong> – Data Security Management in an IoT Network<\/td>Security, Cloud programming, IoT<\/td>Raul Seganfreddo<\/td>\"\"<\/td>Thesis<\/a>: <\/strong>
Data security in an IoT network: analysis and development of a decision-making Framework<\/td><\/tr>
24005<\/strong> – Machine Learning & Data Analysis on ECGs<\/td>Deep learning, Anomaly detection<\/td>
Oscar Konieczny<\/td>		\"\"<\/td>Thesis:<\/a><\/strong>
Use of Deep Learning for the detection of electrocardiographic anomalies.<\/td><\/tr>
24007<\/strong> – Creation of a demo for the presentation of a biomedical machine for liquid handling<\/td>Liquid Handling, UI, Automation<\/td>Ece Bozkurt<\/td>\"\"<\/td>Credits for the degree<\/strong><\/td><\/tr>
24009<\/strong> – Analysis and integration of a mmWave fall sensor<\/td>mmWave, Sensors<\/td>Alessandro Molinari<\/td>\"\"<\/td>Thesis:<\/a><\/strong>
Evaluation of a mmWave radar as a fall detection sensor<\/td><\/tr>
24000H<\/strong> – Management of large volumes of data for the training of Machine Learning and Artificial Intelligence algorithms<\/td>MLOps, Cloud programming<\/td>Mattia Pandolfo<\/td>\"\"<\/td>Thesis:<\/a><\/strong>
Medical Data Management and Security: Implementing a Data Preprocessing Pipeline for Machine Learning in Cloud Environments<\/td><\/tr>
24000A<\/strong> –
Data Security Management in an IoT Network<\/td>		Security, Cloud programming, IoT<\/td>
Niccol\u00f2 Carlesso<\/td>		\"\"<\/td>Thesis:<\/a><\/strong>
Data security management in an IoT network<\/td><\/tr>
24000B<\/strong> – Biomedical Signal Analysis (ECG) Using AI for Automated Recognition of Cardiac Abnormalities<\/td>ECG classification, Deep Learning<\/td>Rachele Gorghetto<\/td>\"\"<\/td>Thesis:<\/a><\/strong>
Deep learning methods for ECG signals classification<\/td><\/tr>
24000I<\/strong> – Application of computer vision techniques to a liquid handling deck<\/td>Computer Vision, Liquid Handling, Deep learning<\/td>Nicola Lazzarin<\/td>\"\"<\/td>Thesis:<\/a><\/strong>
Application of computer vision techniques to a deck for liquid handling<\/td><\/tr>
24000C<\/strong> – Study the applicability of IT Service Management techniques, on cloud and edge, to M31 projects and products<\/td>IoT, Cloud Computing, Edge Computing, ITSM, ITIL<\/td>
Alois Chinyoka<\/td>		\"\"<\/td>Thesis:<\/a><\/strong>
Description and Implementation of the ITIL Framework in Edge Computing for Enhancing Operational Efficiency<\/td><\/tr>
24000D<\/strong> – Application of computer vision techniques to a liquid handling deck<\/td>Computer Vision, Liquid Handling<\/td>Simone Caregnato<\/td>\"\"<\/td>Thesis:<\/a><\/strong>
Convolutional neural network-based classification from scratch for computer vision applied to a liquid handling deck<\/td><\/tr>
24000F<\/strong> – Application of computer vision techniques to a liquid handling deck<\/td>Computer Vision, Liquid Handling, Transfer Learning<\/td>Giacomo D’Ovidio<\/td>\"\"<\/td>Thesis:<\/a><\/strong>
Development of a Machine Vision System for Liquid Handling using Deep Learning techniques<\/td><\/tr>
24000G<\/strong> – Study of the state-of-the-art and implementation of a system for the efficient historicization of telemetry from sensors<\/td>Sensors, IoT<\/td>Filippo Corradi<\/td>\"\"<\/td>Credits for the degree<\/strong><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
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Go back to the Open Stages<\/a><\/div>\n<\/div>\n\n\n\n
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\"\"<\/span>
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<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

This is the archive with the major experiences gained in the Academy by students and collaborators in 2026, 2025, and 2024. 2026 Name of the project Area Stager University The reason for the stage 25021 – Images and Lidar data analysis for vine pruning Computer Vision, Image Processing, Deep Learning Tomas Guarini Thesis 25012 – […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":9,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-53","page","type-page","status-publish","hentry"],"yoast_head":"\nProject Repository - M31 Academy<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/academy.m31.com\/?page_id=53\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Project Repository - M31 Academy\" \/>\n<meta property=\"og:description\" content=\"This is the archive with the major experiences gained in the Academy by students and collaborators in 2026, 2025, and 2024. 2026 Name of the project Area Stager University The reason for the stage 25021 – Images and Lidar data analysis for vine pruning Computer Vision, Image Processing, Deep Learning Tomas Guarini Thesis 25012 – […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/academy.m31.com\/?page_id=53\" \/>\n<meta property=\"og:site_name\" content=\"M31 Academy\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-07T09:14:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/academy.m31.com\/wp-content\/uploads\/2025\/06\/logo-red.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1466\" \/>\n\t<meta property=\"og:image:height\" content=\"657\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data1\" content=\"11 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53\",\"url\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53\",\"name\":\"Project Repository - M31 Academy\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/academy.m31.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53#primaryimage\"},\"thumbnailUrl\":\"http:\\\/\\\/academy.m31.com\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/logo-red.png\",\"datePublished\":\"2024-01-27T22:01:32+00:00\",\"dateModified\":\"2026-04-07T09:14:53+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/academy.m31.com\\\/?page_id=53\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53#primaryimage\",\"url\":\"https:\\\/\\\/academy.m31.com\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/logo-red.png\",\"contentUrl\":\"https:\\\/\\\/academy.m31.com\\\/wp-content\\\/uploads\\\/2025\\\/06\\\/logo-red.png\",\"width\":1466,\"height\":657},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/academy.m31.com\\\/?page_id=53#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/academy.m31.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Project Repository\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/academy.m31.com\\\/#website\",\"url\":\"https:\\\/\\\/academy.m31.com\\\/\",\"name\":\"M31\",\"description\":\"With You. 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