Marceau P.

I’m an AI Engineer & Full-Stack Developer with a strong background in applied machine learning, automation, and quantitative analysis. I hold a Master’s degree in Mathematics, Vision, and Learning (MVA) from ENS Paris-Saclay, one of France’s top universities and among the best AI programs in Europe.

My work bridges AI innovation and practical engineering, building systems that automate complex tasks, extract insights from unstructured data, and deliver scalable, production-ready solutions.

Core Expertise

Artificial Intelligence & Computer Vision
-YOLO / OpenCV for real-time object detection & tracking (e.g., football player tracking system)
-LLMs, RAG pipelines, and document intelligence systems
-Prompt engineering, embeddings, and semantic search optimization

Quantitative & Financial Modeling
-Backtesting and financial data analysis
-Custom strategy evaluation pipelines using Python and Pandas
-Experience building data-driven dashboards for performance insights

Selected Projects
-AI Chatbot for Financial Document Retrieval – Built at Deriv, combining LLM + RAG for secure and contextual financial data search.
-Football Player Tracking System – Real-time object detection and tracking using YOLO for sports analytics.

What I Deliver
-AI systems that run efficiently and integrate seamlessly into existing workflows
-Lightweight, production-grade automation and analytics tools
-End-to-end development: from model design to front-end interface