Freelancer profile translated to English.
Back to original languageAbout Mathieu
I am a bac+5 hybrid developer capable of designing and delivering the SaaS solutions you need, from idea to production deployment.
My quality and speed of delivery are proven: 1st place at the NASA Space Apps Challenge in Toulouse, I developed a (Web/3D) application in two days integrating an LLM-based tool ("Crash GPT"). I also received, as a non-competing participant, a jury mention at Hacktogone for the development and deployment in 4 days on GCP of a self-generating AI agent (Claude Code & Crawl4AI) for real-time real estate scraping. The project included a Full Stack dashboard (Flask/React/PostgreSQL) integrating LLMs for client strategy, property valuation, and complete automation of communications (Telegram, Emails, Calls).
I offer daily or milestone-based billing, according to your preference.
My past experiences:
Star Connect (Volunteer, 3 months): Creation of an automated and secure logistics management application (Next.js/N8N/MongoDB), integrating AI functionalities (MCP, LLM).
IRIT (M2, 6 months): Deployment of a real-time anomaly detection model (PyTorch VAE) embedded on a robot (ROS), with LLM-assisted explainability.
UTC (M1, 4 months): Full Stack design of an urban analysis application (Flask/React/PostgreSQL) integrating an LLM to generate data and behavioral modeling (k-means, Markov).
Asept InMed (L3, 5 months): Logistics optimization through the design of Power BI dashboards and the development of a stock forecasting model in Python.
GET Electroniques (BTS, 4 months): Development of web data visualization applications (customer orders, revenue) and project management (GANTT) in PHP/MySQL.
I am immediately available for Full Stack, Data, or AI Freelance missions.
My avatar and CV:
English
Native or bilingual
Spanish
Fluent
Can work on-site
Toulouse (up to 50km)
Experience
- Star ConnectFull Stack - AI DeveloperSOFTWARE PUBLISHINGOctober 2025 - December 2025 (2 months)Toulouse, FranceVolunteer 3 Months: Development with Next.js/N8N/MongoDB and deployment with Vercel of an application for managing volunteers and logistics. The application integrates AI functionalities with LLMs (MCP, intelligent data analysis) and automates tasks (scheduling suggestions, association resource management, email sending). A penetration test was also conducted and the application was secured.
- IRITData Scientist, Python DeveloperSOFTWARE PUBLISHINGApril 2025 - September 2025 (5 months)Toulouse, FranceM2 Internship 6 months: Recording a CSV dataset, and creating a Python pipeline for processing sensor time series, intended for anomaly detection on autonomous robots. Development of a real-time anomaly detection model with PyTorch (LSTM VAE), embedded on the robot with ROS. Anomaly explainability relies on encoding loss, made accessible to all through the API call of an LLM.
- UTCData Scientist, Full Stack Developer, AISOFTWARE PUBLISHINGMay 2024 - August 2024 (3 months)Toulouse, FranceM1 Internship (4 months): Development and Docker deployment of a web application (Flask/React/PostgreSQL) for city analysis. Integration of an LLM to generate city statistics, feeding a Python generator to create inhabitants and their schedules. Classification of inhabitants with k-means (Scikit-learn), followed by generation of typical activities using Markov chains scored on cluster criteria.
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Education
- MASTER MIAGE IPM (BAC+5) - L3 MIAGE - BTS SIO SLAMUniversité Toulouse Capitole2025Formation Bac+5 en digitalisation des processus métiers. Cursus spécialisé en développement d'applications web, bases de données, analyse des données, et IA. Étude de la cybersécurité en BTS. Premier semestre du M1 à l'Université Laval (Canada).