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guillfay/README.md

Hi, I'm Guillaume 👋

💫 About Me:

  • 👀 I’m interested in IA, Data Science and Applied Mathematics
  • 🌱 I'm looking to work on the challenges of AI in the industrial and energy field

💼 Work experience

  • Renewex (SaaS for Renewables): Built Document AI in production (OCR + LLM structured extraction → validation → SQL DB) on financial/legal documents for solar portfolios
  • SLB: Did time-series ML on dense furnace sensors with recall-first defect detection and ops-facing stop/go decisioning.
  • Schneider Electric: Automated project data flows with Python + a DB layer, plus solid documentation/handover to keep critical systems operable.

📚 Education

📈 Projects

  • Working on a Reinforcement Learning Program to teach an humanoid IA to walk
  • Developping a Discord chatbot to automate TGVmax reservations

Python NumPy Pandas Git SQL PostgreSQL scikit--learn PyTorch MLflow pytest Google%20Colab Databricks Dataiku Grafana OpenAI Mistral%20AI Docker Kubernetes FastAPI Streamlit Marimo C++

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