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👋  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. (PyTorch)
  • 🎯  MLVOT - A multi-object tracking project using Kalman Filters. (PyTorch)
  • 🕸️  I-JEPA - I-JEPA (Joint Embedding Predictive Architecture) self-supervised learning model implementation (Meta). (PyTorch)

🏆  Hackathon achievements

🎗️  [Finalist] PINKCC Lab Medical Imaging Challenge (10 weeks) - DL solution for 3D CT scan segmentation of ovarian cancer (PyTorch)
🎖️  [Finalist] French Ministry of the Armed Forces Hackathon - ResNet18 fine-tuning for car classification (PyTorch)
🤖  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)

🎯  Featured projects

🚁  SkyGuards - Real-time crowd density monitoring system using drones (Scala)
📊  Python for Big Data - Large-scale stock data processing and visualization (Pandas, Plotly, Dash)
📝  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#)

💡  Personal projects

🛡️  Safeguard.io - Safety solution for people in difficulty or isolated (Python, SQL)
📝  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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