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Focusing
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Focusing
14 followers · 11 following

Achievements

Achievement: Pull SharkAchievement: Pair ExtraordinaireAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: Pair ExtraordinaireAchievement: YOLO

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BriceZemba/README.md

Brice Zemba

What I do

LinkedIn Medium Kaggle Email


🌍 About

I build machine learning systems for problems that matter where I live crop disease, health screening, and access to information. Most of my work sits at the meeting point of computer vision, remote sensing, and large language models.

name:      ZEMBA Wendemi Brice Roméo
role:      ML Engineer · Data & AI
focus:     Vision Transformers · Remote Sensing · LLMs · X-AI · Robotics
building:  A ViT architecture to detect Fusarium disease in maize crops
learning:  Remote sensing pipelines, applied cryptography, agentic systems
languages: Python · Jupyter · TypeScript · SQL
belief:    "AI applied carefully to human life makes that life better."

🔬 What I'm working on

Project What it does
🌽 Vision Transformers for Fusarium detection A new ViT architecture predicting Fusarium disease on maize plants from field imagery
🧬 Digital-Health Web app screening for diabetes, pneumonia, and 10+ other conditions
🤖 GenAI-medical-Chatbot Retrieval-augmented medical assistant
📚 Generative-AI-Basics End-to-end pipeline and overview of open-source GenAI models
📈 Trading-bot-with-Lumibot Backtested and live-trading bot on Lumibot + Alpaca
🔎 RAG for trading research RAG over financial research papers

👯 Open to collaboration on any of the above. I believe that together we build better things than we do alone so if a problem here overlaps with yours, open an issue and let's talk.


🛠️ Stack

Machine Learning & Data

ML stack

Backend, Web & Data Engineering

Backend stack

Tooling

Tooling

Hugging Face LangChain Transformers pandas NumPy seaborn Streamlit


🐍 Contribution graph

Contribution snake animation


📊 By the numbers

Public repositories Stars Followers


💬 Reach me

Pinned Loading

  1. Chatbot Chatbot Public

    Python 2

  2. Image-GenAI Image-GenAI Public

    Python 2

  3. RAG RAG Public

    Jupyter Notebook 3

  4. Gemini-Code-Assistant Gemini-Code-Assistant Public

    Using gemini llm i code an assistant that permits you to ease the way you write

    Jupyter Notebook 3

  5. GenAI-medical-Chatbot GenAI-medical-Chatbot Public

    Jupyter Notebook 3

  6. Retrieval-Augmented-Generation-for-Trading-research-paper Retrieval-Augmented-Generation-for-Trading-research-paper Public

    PowerShell 3