Computer Science Engineer specialized in AI & Data, combining technical expertise, organizational vision and interpersonal skills to support companies in their strategic and technological challenges.
They Trusted Me
Organizations I've worked with
Projects
A selection of professional, research and personal projects
Land Fire Alerts (LFA)
Real-time wildfire monitoring ecosystem covering 4 Southeast Asian countries. Automated satellite data pipeline, interactive maps, and alert system used daily by decision-makers.
HomeStaging AI
Distributed GPU worker for AI-powered interior design. Multi-model pipeline: generation, inpainting, and upscaling of real estate images with 250+ design prompts.
PPMOJ — Educational Math Platform
Gamified educational platform teaching mathematics through 5 interactive puzzle games. Full-stack production app with dual currency, Stripe payments, and GDPR compliance.
MDD-reID — Person Re-Identification
Person re-identification system across non-overlapping surveillance cameras. 99.4% Rank-1 accuracy on Market-1501 using Vision Transformers and hybrid CNN fusion.
Real Estate Lead Prediction
ML algorithm predicting real estate listings based on massive data sources (DVF, DPE). Mobile map display for agents to reach properties before competitors.
360° Panorama & Virtual Tours
Photo stitching algorithm for 360° panoramas, working 100% offline. Web platform for virtual tours with room-to-room navigation and equirectangular blur algorithm.
AutoHouseVid — Real Estate Video Generator
REST API auto-generating HD promotional videos for real estate from photos and descriptions. Cinematic zoom & pan effects, dynamic overlays, and animated agent cards.
ShapeGoal — Nutrition & Fitness Tracker
Progressive Web App for nutritional and weight tracking. Barcode scanner, meal journal, shared food basket, weight charts, and offline-first architecture.
AI-Powered RFM Categorization
AI analysis, prediction and data analytics for direct sales. Helping salespeople identify the most relevant clients to train using RFM segmentation.
Tadam — Music Recognition & Recommendation
Music recognition system by audio fingerprinting (FFT from scratch) + recommendation engine. 1,000+ tracks across 16 genres, classification by weighted features.
PolyHash 2022 — Google Hash Code
Google Hash Code 2022: sleigh route optimization to maximize deliveries. 3 pathfinding algorithms (NEAT, A*, greedy) with genetic optimization. Score: 788,961 points.
CNN Training Framework
Automated CNN training framework for image classification. 10+ modular architectures, JSON config pipeline, Pareto front analysis. 180+ models trained and compared.
Distributed Microservices Architecture
Distributed microservices architecture with 4 services communicating via Kafka. Hexagonal architecture, Event Sourcing, Saga and CQRS patterns.
Large-Scale Data Analysis with Local LLMs
Large-scale data analysis using locally-run Large Language Models for processing and insights extraction.
Experience
Professional journey and milestones
Business Analyst
Crédit Agricole Technologies et Services
Nantes, France
Final internship (6 months) as part of the Master 2 MSI program (IAE Nantes). Business analysis in the banking sector.
CEO / Freelance IT
KaceCorp
Nantes, France
Personal company covering IT development (full project management for small businesses), professional video editing (Manchester City, Epsilon eSport, major content creators with 200K–7M subscribers), and academic jury services.
Senior Data Scientist (Project Lead)
Kandy
Nantes, France
3-year apprenticeship as project lead (team of 4-5, Agile/Scrum). Built AI algorithms for real estate (lead prediction, 360° panoramas, AI home staging, auto video generation), NLP analysis, and data visualization. Full autonomy: architecture, DevOps, data, R&D, production deployment.
Senior Researcher (Project Lead)
Kasetsart University
Bangkok, Thailand
Collaboration with NOAA, NASA, AFoCO. Built a complete real-time wildfire monitoring system for Southeast Asia (4 countries, 12 repositories). System in production 24/7, used daily by decision-makers. On-site 4 months then remote.
Data Scientist
DGA MI (Ministry of Defense)
Rennes, France
Data analysis projects within the engineering team in a classified defense context. Results used by DGA decision-makers. Software Defined Datacenter, DevOps, Java development, data visualization.
Video Editor
Manchester City FC
Remote (English)
Video editor for Manchester City FC (+7M YouTube subscribers) through Epsilon eSport partnership. Social media content (YouTube, Instagram).
Video Editor
Epsilon eSports
Remote (English)
Video editor for professional eSports team Epsilon. Social media content creation (YouTube, Instagram) in English.
Skills
Technical and managerial competencies