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TopAgrume/README.md

👋  Hey there! I'm Alex

👨🏻‍💻  About me

🎓  Computer Science & AI student at EPITA.
💡  I'm passionate about machine learning, deep learning, and data/software engineering.
✍️  In my free time, I work on personal projects and explore new technologies.

✨  Latest projects

  • 🧠  Cuda Neural Network - Custom neural network implementation with CPU/GPU support (FWD & BWD). (C++ / CUDA)
  • 🎞️  GPGPU - Video motion estimation project leveraging GPGPU techniques. (C++ / CUDA)
  • 🕹️  Atari Rainbow DQN - A reinforcement learning project designed to play Atari Breakout. (Python)
  • 🎯  MLVOT - A multi-object tracking project using Kalman Filters. (Python)
  • 🕸️  I-JEPA - I-JEPA (Joint Embedding Predictive Architecture) self-supervised learning model implementation (Meta). (Python)

🎯  Featured projects

🚁  SkyGuards - Real-time crowd density monitoring system using drones (Scala)
📊  Python for Big Data - Large-scale stock data processing and visualization (Python)
📝  Poem Classification and Generation - NLP project for poem analysis and creation (Python Notebooks)
🤖  ML Projects - RAY, Optuna, data/model parallelism, ALS recommender systems, KMeans, PCA (Python Notebooks)

🎨  DECOLOR - Image editing and drawing software (C)
🧩  OCR Sudoku Solver Website - Optical Character Recognition for solving Sudoku puzzles (C)
🎮  ERASED - Metroidvania-style game developed with Unity (C#)

🏆  Hackathon achievements

🎖️  [Finalist] French Ministry of the Armed Forces Hackathon - ResNet18 fine-tuning for car classification (Python)
🤖  Mistral AI Hackathon - ASCII Art - Fine-tuned Mistral-7b model for ASCII art generation via Discord bot (Python)
⚕️  Mistral AI Hackathon - Hygie.ia - AI-powered platform for automating healthcare assessments (Python, Next.js)

💡  Personal projects

🛡️  Safeguard.io - Safety solution for people in difficulty or isolated (Python)
📝  Auto Changelogs - Streamlined changelog management across branches (Bash)
🌡️  Raspberry Pi Fan Control - PWM-based fan control for Raspberry Pi 4B (Python)

Technologies used

Libraries and frameworks

NumPy Pandas Matplotlib Scikit-Learn PyTorch Dash Plotly Apache Kafka Apache Spark

Tech stack

Python Java Scala PostgreSQL C C++ CUDA Docker Git Bash

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  1. Atari-Rainbow-DQN Atari-Rainbow-DQN Public

    Reinforcement learning project for Atari Breakout

    Python 4

  2. DjDonPablo/I-JEPA DjDonPablo/I-JEPA Public

    Jupyter Notebook 3

  3. FlorianSegard/CudaNeuralNetwork FlorianSegard/CudaNeuralNetwork Public

    C++ 2

  4. mistral_hackathon mistral_hackathon Public

    Mistral AI Hackathon

    Jupyter Notebook 2

  5. ml_projects ml_projects Public

    Collection of ML Notebooks featuring RAY, Optuna, model/data parallelism, and ALS recommender systems, KMeans, PCA, Convolutional AutoEncoders...

    Jupyter Notebook

  6. xCosmicOtter/bigdata xCosmicOtter/bigdata Public

    Big Data Project with a dashboard, using Boursorama data

    Python 2