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Wesper-Dev/README.md

About Me

Coding

🏦 Currently — Data Scientist @ BNP Paribas (AI POCs & ML Pipelines)

🎓 Education — École 42 Paris (2019-2024)

🔬 Specialties:

  • 👁️ Computer Vision (YOLO, OpenCV, ACT)
  • 🧠 NLP & RAG (LightRAG, Transformers, LLMs)
  • 🤖 Robotics & Imitation Learning
  • 🕵️ AI Agents & Agentic Workflows
  • ☁️ MLOps on GCP / AWS / Azure

🏋️ Beyond Code — Fitness coach for 4+ years

🌍 Languages — 🇫🇷 French · 🇬🇧 English C1 · 🇪🇸 Spanish B2


Tech Arsenal

AI & ML · Languages · Cloud · Web

scikit-learn HuggingFace YOLO MLflow Lightning LangChain Vertex AI BigQuery

🏆 Hackathon Awards & Highlights

🥇 Google Hardware Hackathon

1st Prize · Google France · 2024

Server rack config: BIOS, networking,
Bash automation & system administration

Infrastructure Linux Bash

🥈 LCL × Google Cloud

2nd Prize · Paris · 2024

AI Chatbot powered by Vertex AI,
Firestore & Firebase Functions

Vertex AI Python Serverless

🌟 GenHack 4 — Polytechnique

Climate Downscaling · Nov 2025

RMSE: 2.45°C → 1.24°C (-49.5%)
ERA5 + Sentinel-2 → 80m resolution

ML Random Forest React Deck.gl

🌟 GCPU Agentic AI

Emotional Analysis · Oct 2025

Kura: support agent using Gemini

  • ElevenLabs + n8n + Qdrant

    Gemini Voice AI Agents Qdrant

🚀 Featured Projects

🏥 Croix-Rouge Training Platform

AI-powered training platform for Red Cross first responders

  • 📚 Advanced RAG on 700+ pages of manuals
  • 🧠 Socratic coaching with personalized feedback
  • 🚀 Deployed in production

Next.js FastAPI Mistral AI Supabase tRPC

🎤 Diary AI — Vocal Journal

Voice-based emotional journal with AI analysis

  • 🎙️ Audio recording → ffmpeg → emotional analysis
  • ☁️ Google Cloud Storage + weekly reports
  • 🐳 Full Docker Compose stack

React FastAPI GCS Python Docker

🤖 Connect Four Robot

Robot arm that plays Connect Four using AI

  • 🦾 Imitation learning via Action Chunking Transformer
  • 📷 YOLOv5 for real-time board detection
  • ⚡ End-to-end: vision → planning → motor control

PyTorch YOLOv5 ACT OpenCV Robotics

🎮 Transcendance

Full-stack multiplayer Pong game

  • 🕹️ Real-time gameplay with matchmaking
  • 🔐 Auth system, player stats & leaderboard
  • 🐳 Fully containerized with Docker

Django PostgreSQL JavaScript Docker Bootstrap

📊 GitHub Analytics

Snake animation

🤝 Let's Connect!

💼 Open to professional opportunities in ML Engineering, AI Research & Computer Vision

🤝 Looking for collaborators on AI/ML open-source projects

Let's build something amazing together! 🚀



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