Skip to content
View camilziane's full-sized avatar
2 followers · 2 following

Highlights

  • Pro

Block or report camilziane

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
camilziane/README.md

👨‍💻 Camz

Hello folks

I’m Camil an EPITA last year student, and I’ve got a habit of diving into projects that are half science, half experiment. My current obsession? Trying to read numbers from EEG signals. It’s a mix of weirdness and discovery that keeps me hooked, and I wouldn’t have it any other way. Hackathons are where I feel at home—something about building wild ideas in no time just clicks with me

🚀 Projects

🧠 EEG MNIST MindBigData

Currently building ...

  • Description: Developing a model to predict handwritten digit classifications from EEG signals, effectively combining neural data with classic MNIST image recognition for an innovative approach to mind-to-number interpretation.
  • Technologies: PyTorch

🌟 Echo: Memory Support Platform for Alzheimer's

  • Description: Echo helps support loved ones with Alzheimer's by creating a shared album. Family members can post souvenirs, pictures, and comments. Echo features an AI-powered chatbot for retrieving past posts and personalized memory quizzes using 👤🔍 (face recognition) and 🎲 Thompson sampling, ensuring an adaptive quiz experience.

  • How We Built It: Built with React (frontend) and FastAPI (backend). The app has three main interfaces for data handling, chatbot interactions, and quiz generation using Thompson sampling to balance exploration and exploitation for better memory retention.

  • Technologies: React HuggingFace LangChain ChromaDB

🔒 ZAuth: Privacy-Preserving Biometric Authentication

  • Description: Created a decentralized authentication system using Fully Homomorphic Encryption (FHE) to secure biometric data, ensuring data remains encrypted end-to-end.
  • Technologies: Zama PyTorch HuggingFace

🤔 Model Dilution (Top 3 in Mistral AI Hackathon)

  • Description: Developed a platform for converting large pre-trained models into efficient, task-specific smaller models using prompt engineering and direct optimization.
  • Technologies: PyTorch HuggingFace

📈 Solana Trading Bot

  • Description: Created a multi-crypto trading bot for memecoins using blockchain big data with a micro architecture for daily model updates.
  • Technologies: Solana PyTorch

💼 Intern Experiences

🧪 INSERM - Pancreatic Cancer Research

  • Duration: September 2024 - January 2025
  • Description: Studied tumor heterogeneity using MRI-guided MRIDIAN imaging and a radiomics approach for survival analysis based on patient clusters.
  • Technologies: MRI Python Scikit-Learn

🤖 Insideboard AI - LLM Copilot

  • Duration: September 2023 - January 2024
  • Description: Developed a RAG/LLM agent system using LangChain and Weaviate for multi-modal content generation.
  • Technologies: LangChain Weaviate Python

Pinned Loading

  1. HACKATON-MISTRAL-ALAN-ECHO HACKATON-MISTRAL-ALAN-ECHO Public

    JavaScript 1 1

  2. chuklee/HACKATHON-ZAMA-FHE-ENCRYPTION chuklee/HACKATHON-ZAMA-FHE-ENCRYPTION Public

    Jupyter Notebook 5 2

  3. eeg-mnist eeg-mnist Public

    Jupyter Notebook 1

  4. chuklee/HACKATHON_MISTRAL chuklee/HACKATHON_MISTRAL Public

    Python 6 5