MY
EXPERIENCES
Self-Storage.AI
Automated object detection, 3D modeling, and dimension estimation for storage using images, eliminating manual input and database limitations. Enabled full object compatibility with 3D generation in 3 minutes, leveraging Machine Learning, Deep Learning, Large Language Models (LLM), and 3D Modeling techniques. Developed and deployed solutions via APIs on Google Cloud Platform, ensuring scalability, high availability, and integration with existing data workflows.
Key words : Machine Learning / Deep learning, 3D Modeling, LLM, API, Google cloud
Limagrain
Led the development of a real-time algorithm for label detection and anomaly detection on packaging bag images, achieving processing times under 2 seconds with 99% classification accuracy. Applied advanced Machine Learning and Deep Learning methods in Computer Vision and Image Processing to ensure high reliability. Collaborated in R&D initiatives and authored detailed functional specifications, aligning technical designs with business goals and user requirements.
Key words : Machine Learning / Deep Learning, Computer Vision, Image Processing, Functional Specification
CPAM
Developed an application and automation system for customer relations at CPAM, leading the full project lifecycle from drafting technical specifications and functional specifications to database architecture and deployment. Designed and implemented the PostgreSQL database and integrated a public API to retrieve government data, reducing client–CPAM document exchange time by 50%. Applied Project Management methodologies to coordinate teams and ensure delivery timelines. Built backend features using Symfony and PHP, enabling seamless integration with existing systems.
Key words : Project Management, Symfony, PHP, PostgreSQL, API
LIENSs Laboratory
Automated the extraction and formatting of bibliographic data from the HAL archive using Python and PyQt, reducing processing time by over 95% (from hours to under a minute). Implemented advanced automation techniques and integrated new technologies mid-project to address evolving functional requirements, ensuring continuous alignment with project objectives.
Key words : Data Extraction, Automation, Python, PyQt
L3I Laboratory
Study, implementation, and testing of a security approach for the MQTT protocol and its integration into a secure digital management platform for hotel room reservations.
Key words : Python, IoT, MQTT, TLS