Gael Leulier

Fortil – Data & AI Developer (Apprenticeship)

Development and production deployment of a complete application for detecting cancerous lesions on endoscopic videos, integrating a real-time AI model.

Data processing: handling video formats, image extraction, dataset structuring, preparation for training.

Modeling: training YOLOv8 models for anomaly detection on vine leaves (plant diseases) and industrial parts (scratches).

API & pipelines: design of REST APIs (FastAPI) for interaction with the model, processing input data, and structuring outputs.

Deployment: industrialization of the project under Docker, deployment on ARMv8 architecture (embedded Linux).

Methodology: Agile work (Scrum/Kanban), autonomous project management, local CI/CD via GitLab, model versioning.

Security & compliance: basic principles of sensitive data management (medical data), anonymization, GDPR.

At Norimat, I participated in various projects that allowed me to consolidate my technical and project management skills. Here is a summary of my professional projects:

- Design and development of Windows software using Python, specifically for performing scientific calculations to optimize the parameters of a machining tool.

- Management of a complete web application from the requirements gathering phase to implementation. This application allowed for precise tracking of industrial parts, anticipating out-of-tolerance variations through specific equations, while also ensuring machine maintenance tracking.

- Use of a variety of technologies and methodologies to ensure project quality and efficiency, including Python/Django, React, Docker, Gitlab, Microservices, as well as DevOps, Agile, Kanban, and Sprint approaches.

During my apprenticeship at CoperBee, I gained practical experience in web development, focusing particularly on the customization and implementation of CRM solutions as follows:

- Implementation and customization of the Zoho CRM to meet specific client needs. I adapted features such as number formatting and invoice synchronization, company name formatting, etc.

- Integration of APIs to collect data from the société.com website, thereby enriching the CRM with relevant information to improve customer relationships.

- Close collaboration with clients to understand and meet their requirements, ensuring the CRM is adapted and effective for their daily operations. This experience provided me with a deep understanding of businesses' needs in customer relationship management and allowed me to develop essential technical skills in web development and API integration.