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gtom-pandas/README.md

Hey, I'm Tom 👋

French Agri-Food Engineer → AI/ML self-learner → PhD candidate (Sep 2026)

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About Me

  • Agri-food engineer with a growing obsession for AI & ML
  • Self-learning Deep Learning, Computer Vision, Graph AI
  • Working toward a PhD starting September 2026
  • Passionate about precision agriculture, Edge AI, and IoRT
  • Exploring GraphRAG, LLMs, and data-driven solutions for the food industry

Tech Stack

GitHub Stats

Repository Tier List

My public projects ranked by innovation, complexity, and real-world impact.

Tier Repository What it does Stack
🥇 S mildiou-prediction Autonomous rover detecting Downy Mildew in vineyards — Edge AI + LoRa + IoRT for precision viticulture C++ Arduino LoRa Edge AI
🥈 A image2biomass Kaggle CSIRO Image2Biomass challenge — computer vision with DINOv3 & SigLIP foundation models Python PyTorch DINOv3 SigLIP
🥈 A openreg-graph GraphRAG system for tracking European food & quality regulations using a knowledge graph Python Neo4j GraphRAG
🥉 B TensorTonic-Solutions My solutions to TensorTonic ML challenges — ongoing practice & problem-solving Python ML
🥉 B meat-quality-dashboard My first deep learning project — fresh vs. spoiled meat classifier POC Jupyter Deep Learning

📫 Let's Connect

"From fields to features — using AI to feed the world smarter."

Popular repositories Loading

  1. gtom-pandas gtom-pandas Public

    My personal repos

  2. meat-quality-dashboard meat-quality-dashboard Public

    POC my first steps in the DL world - fresh / spoiled meat classifier

    Jupyter Notebook

  3. mildiou-prediction mildiou-prediction Public

    Autonomous rover for Downy Mildew prediction in vineyards | Edge AI + LoRa + IoRT | Precision Viticulture

    C++

  4. openreg-graph openreg-graph Public

    GraphRAG system for tracking the European regulations (for quality management mainly)

    Python

  5. image2biomass image2biomass Public

    My solution for Kaggle CSIRO Image2Biomass Challenge

    Python

  6. swot swot Public

    Forked from JetBrains/swot

    Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

    Kotlin