Selected work

My Projects

A collection of projects that I have worked on.

Local RAG Pipeline

Developed local RAG pipeline on 30GB mixed data (PDF, images, Word, Excel...) Markdown conversion via DeepSeek OCR and adaptive header-based segmentation, Mistral E5 embeddings Weaviate DB, Enriched metadata (page, subject, year, exercise type)

PythonLlama.cppDeepSeek OCRWeaviateMistral E5Markdown

Code

Q*bert Reinforcement Learning

Team AI project on a from-scratch sequential Q*bert game: genetic algorithm baselines, Deep Q-Learning and Dual DQN agents with a convolutional network over 7×7 state tensors, plus reward shaping and a custom visualizer.

Reinforcement LearningCNNPyTorchGenetic Algorithm

Code

AI Job Interview Simulator

Built for an English class project: practice technical interviews with a local pipeline (Mistral Nemo, faster-whisper, Qwen3 TTS via FastAPI). Customize interviewer voice, kindness, and topic; optimized for natural back-and-forth speed.

Local AIAI PipelineFastAPI

CodeDemo · Coming soon

Velo park waypoints

Fine tuning of YOLO V11 framework with streetview images scrapped into point of view labeled by hand to recognize bike parking 95% accuracy on 50000 Nancy images

YOLOV11Label-StudioAlbumentationPostgreSQLPython

Code Results

IA Kathon 2026 Nancy at ARTEM

Participated in the IA Kathon 2026 Nancy at ARTEM (we won), where we developed a chatbot leveraging LangGraph to standardize and process client commands efficiently for a B2B company specializing in cloud, telecom, and cybersecurity services.

LangGraphPythonAIChatbot

CSES problem set

My attempt to solve the CSES problem set in C++

C++Competitive Programming

Code

TIPE Nimber concept and applications

The TIPE is a project of preparatory school graded at the final entrance exam where my subject was Nimber concept and applications

OcamlGraphvizLateXDune

Code

Portfolio Website

This portfolio website features a minimalist design, smooth scroll animations, contact form integration.

Next.jsTypeScriptFramer MotionTailwind CSS

Code

SWERC 2025

Training and preparation for SWERC 2025, results : 10/46 France, 41/143 Southwestern Europe

C++Competitive Programming

Link

Thinking Nine

Custom Rose Trail

x(t) = 50 + (6.8 cos t - 3.1s cos 8t) * 4.3
y(t) = 50 + (6.8 sin t - 3.1s sin 8t) * 4.3
s = detailScale(time)

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