{"id":16,"date":"2024-01-27T17:13:05","date_gmt":"2024-01-27T16:13:05","guid":{"rendered":"http:\/\/localhost:8000\/?page_id=16"},"modified":"2026-08-17T13:01:04","modified_gmt":"2026-08-17T11:01:04","slug":"entra-a-far-parte-di-m31","status":"publish","type":"page","link":"https:\/\/academy.m31.com\/?page_id=16","title":{"rendered":"Open Stages"},"content":{"rendered":"\n
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Our stages are exclusively for students! If you’re a bachelor\u2019s or master\u2019s student looking for a stage to do your thesis or to earn university credits, this opportunity is for you.
To apply, you must be currently enrolled in a recognized university program. Unfortunately, if you\u2019ve already graduated or are not a student, you won\u2019t be eligible for these positions.<\/strong><\/p>\n<\/div>\n\n\n\n

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Intelligent DevEnvironment for Modern Teams<\/h4>\n\n\n\n

[26001]<\/strong><\/p>\n\n\n\n

(First availability: From 2027)<\/strong><\/p>\n\n\n\n

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Developer Experience<\/a><\/div>\n\n\n\n
DevContainers<\/a><\/div>\n\n\n\n
AI-Optimized<\/a><\/div>\n\n\n\n
Fast Onboarding<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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Onboarding new software development teams usually faces some challenges. Setting up a new project environment often involves configuring dependencies, installing extensions, aligning development standards, and understanding project structure. This process may take days and even introduce inconsistencies that affect productivity and code quality. For these reasons modern software development teams require fast<\/strong>, reliable<\/strong> and intelligent onboarding processes<\/strong>.<\/p>\n\n\n\n

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Automated Regulatory Documentation System for Medical Devices<\/h3>\n\n\n\n

[26003]<\/strong><\/p>\n\n\n\n

(First availability: From 2027<\/strong>)<\/strong><\/p>\n\n\n\n

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Medical Devices<\/a><\/div>\n\n\n\n
Document Generation<\/a><\/div>\n\n\n\n
Regulatory Compliance<\/a><\/div>\n\n\n\n
Traceability<\/a><\/div>\n\n\n\n
AI-Assisted Documentation<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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Medical device manufacturers operating under the Medical Device Regulation (MDR)<\/strong> and In Vitro Diagnostic Regulation (IVDR) <\/strong>frameworks, are required to produce extensive technical documentation demonstrating safety, performance, and regulatory compliance.<\/p>\n\n\n\n

In many organizations, this documentation is still partially managed through manual editing of Word or PDF files, which increases the risk of inconsistencies, broken traceability, and non-compliant changes.<\/p>\n\n\n\n

This project aims to develop an Automated Regulatory Documentation System<\/strong> that enforces a Single Source of Truth (SSOT)<\/strong> for all regulatory artifacts. The system will generate compliant documents programmatically, validate cross-references automatically, and maintain a complete traceability graph linking requirements, hazards, specifications, and verification evidence.<\/p>\n\n\n\n

A central innovation of the system is the technical enforcement of document integrity: final documents will include regulatory watermarks containing Git commit hashes, making any manual or untracked modification immediately detectable. The objective is to eliminate undocumented changes and guarantee full traceability for certification and audit processes.<\/p>\n\n\n\n

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Industrial Machine Control via PicoClaw\/GoClaw and Multimodal Feedback<\/h3>\n\n\n\n

[26008]<\/strong><\/p>\n\n\n\n

(First availability: From 2027<\/strong>)<\/strong><\/p>\n\n\n\n

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Industrial Automation<\/a><\/div>\n\n\n\n
Voice Control<\/a><\/div>\n\n\n\n
Speech Synthesis<\/a><\/div>\n\n\n\n
PicoClaw\/GoClaw<\/a><\/div>\n\n\n\n
Safety-Critical<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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In industrial environments, machines are commonly controlled through physical panels, touchscreens, PLC interfaces, or supervisory systems. These interfaces are reliable and widely adopted, but they may not always provide the most efficient interaction model in fast-paced, hands-busy, or high-attention operational scenarios.<\/p>\n\n\n\n

Voice-based interaction can give operators a more natural and direct way to talk to machines. However, in an industrial context, voice control cannot be designed as a generic conversational assistant. Machine commands must be predictable, validated, traceable, and safe. Any ambiguity or incorrect interpretation could affect productivity, equipment reliability, or operator safety.<\/p>\n\n\n\n

This project aims to design and prototype a multimodal Human-Machine Interface, HMI, that allows operators to control industrial equipment through voice commands while receiving immediate visual and\/or acoustic feedback. The system will use PicoClaw\/GoClaw to map recognized user intents to a constrained set of predefined machine-executable functions. This deterministic approach ensures that commands are not interpreted freely but are resolved only into allowed and validated operations.<\/p>\n\n\n\n

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AI-Driven Dynamic Dashboard Generation from Natural Language and Data Schemas<\/h3>\n\n\n\n

[26009]<\/strong><\/p>\n\n\n\n

(First availability: From<\/strong> September, 2026)<\/strong><\/p>\n\n\n\n

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LLM Dashboard Generation<\/a><\/div>\n\n\n\n
AI-Powered Analytics<\/a><\/div>\n\n\n\n
LLM-Powered Data Visualization<\/a><\/div>\n\n\n\n
Schema-Aware Query Generation<\/a><\/div>\n\n\n\n
Industrial Monitoring Dashboards<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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In modern industrial and cloud-native environments, dashboards are essential tools for monitoring operations, analyzing system behavior, and supporting decision-making. They allow users to visualize data coming from machines, databases, APIs, and event streams in a clear and actionable way. However, designing and implementing dashboards is still often a manual and time-consuming activity that requires both domain knowledge and technical expertise in backend development, data querying, and frontend UI implementation.<\/p>\n\n\n\n

This project aims to prototype a system that uses Large Language Models (LLMs) to automatically generate dashboards, or parts of dashboards, starting from human-friendly textual requests. The system will interpret natural language inputs such as \u201cshow machine efficiency trends over the last 24 hours\u201d and combine them with structured data descriptions, including SQL schemas, JSON schemas, API definitions, or time-series metadata.<\/p>\n\n\n\n

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Reverse Engineering of an Existing Gantry-Robot<\/h3>\n\n\n\n

[24013]<\/strong><\/p>\n\n\n\n

(First availability: To Be Agreed)<\/strong><\/p>\n\n\n\n

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Mechanical<\/a><\/div>\n\n\n\n
Gantry<\/a><\/div>\n\n\n\n
Reverse engineering<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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The project focuses on three key objectives. First, reducing costs by identifying affordable yet reliable components. Second, enhancing the robot’s performance to meet modern industrial needs. Third, providing clear documentation to simplify replication and deployment. <\/p>\n\n\n\n

This project aims to redesign and improve a gantry robot<\/strong> to reduce costs and enhance its performance. The process involves studying the current robot, creating detailed 3D models<\/strong>, and exploring alternative components to optimize its design. The ultimate goal is to deliver a solution that is affordable, scalable, and ready for practical use across various applications, all while ensuring thorough documentation for future use. <\/p>\n\n\n\n

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Details<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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Door Vertical Movement Mechanis<\/h3>\n\n\n\n

[25020]<\/strong><\/p>\n\n\n\n

(First availability: To Be Agreed)<\/strong><\/p>\n\n\n\n

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Mechanical design<\/a><\/div>\n\n\n\n
liquid handler instrument doors<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n
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This project focuses on the design and development of a new vertical movement mechanism for liquid handler instrument doors<\/strong>, a solution that is particularly appreciated in laboratory environments where space is limited. While most vertical doors rely on gas springs and do not operate with true vertical motion, laboratories often require compact, ergonomic, and reliable solutions.<\/p>\n\n\n\n

M31 has so far used a mechanism derived from the furniture industry, which, although functional, is not well suited for industrial use. The goal of this stage is to provide a complete vertical aperture solution that integrates essential features such as manual or electrical control, door balance to maintain positioning, smooth movement, shock absorption, a guiding and locking system, and the possibility of incorporating sensor triggers. Supported by M31\u2019s hardware, firmware, and software expertise, the project will ultimately deliver a new generation of vertical door mechanisms specifically adapted to industrial and laboratory needs.<\/p>\n\n\n\n

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Apply<\/a><\/div>\n\n\n\n
Details<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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If you are interested in a freer approach or if you want to propose an idea yourself, take a look at our Lab<\/a> or simply contact us!<\/p>\n<\/div>\n<\/div>\n\n\n\n

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<\/mark>These are the Academy initiatives available! If you want to consult the initiatives already carried out in the past, visit our Project Repository!<\/a><\/mark><\/p>\n\n\n\n

<\/div>\n","protected":false},"excerpt":{"rendered":"

Our stages are exclusively for students! If you’re a bachelor\u2019s or master\u2019s student looking for a stage to do your thesis or to earn university credits, this opportunity is for you. To apply, you must be currently enrolled in a recognized university program. Unfortunately, if you\u2019ve already graduated or are not a student, you won\u2019t […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-16","page","type-page","status-publish","hentry"],"yoast_head":"\nOpen Stages - 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=16\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Open Stages - M31 Academy\" \/>\n<meta property=\"og:description\" content=\"Our stages are exclusively for students! If you’re a bachelor\u2019s or master\u2019s student looking for a stage to do your thesis or to earn university credits, this opportunity is for you. 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