Mathematics | Deep Learning | Data Science
I'm passionate about machine learning, deep learning, and software engineering.
Currently exploring new technologies and working on personal projects in my free time.
| Project | Description | Stack |
|---|---|---|
| 🌍 Change Detection | Predictive change detection on Sentinel-2 satellite time series with TAMRFSITS. | PyTorch |
| 🌌 Point Transformer | Point Transformer implementation and ablation study for 3D shape classification. | PyTorch |
| 📉 Stochastic FISTA | Stochastic accelerated proximal optimization algorithm implementation. | Python |
| 🧩 DVLWDL | Discriminative dictionary learning for time series classification. | Python |
| 🧠 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 | Multi-object tracking using Kalman Filters. | PyTorch |
| 🕸️ I-JEPA | Implementation of Meta's Joint Embedding Predictive Architecture. | PyTorch |
| Event | Project & Outcome | Stack |
|---|---|---|
| 🎗️ PINKCC Challenge 2026 | (Incoming) DL for 3D CT scan segmentation of pancreatic cancer (10 weeks). | PyTorch |
| 🎗️ PINKCC Challenge 2025 | [Finalist] DL for 3D CT scan segmentation of ovarian cancer (10 weeks). | PyTorch |
| 🎖️ French Armed Forces | [Finalist] ResNet18 fine-tuning for classification, leveraging XAI. | PyTorch |
| 🤖 Mistral AI Hackathon | [ASCII Art] Fine-tuned Mistral-7b model for ASCII art generation. | Python |
| ⚕️ Mistral AI Hackathon | [Hygie.ia] AI-powered platform for automating healthcare assessments. | Next.js |
| Project | Description | Stack |
|---|---|---|
| 🚁 SkyGuards | Real-time crowd density monitoring system using drones. | Scala |
| 📊 Big Data | Large-scale stock data processing and visualization. | Pandas Dash |
| 📝 NLP Poetics | NLP project for poem analysis and creation. | Jupyter |
| 🤖 ML Projects | Ray, Optuna, parallelism, ALS recommender systems, KMeans, PCA. | Jupyter |
| 🎨 DECOLOR | Image editing and drawing software. | C |
| 🧩 OCR Sudoku | Optical Character Recognition for solving Sudoku puzzles. | C |
| 🎮 ERASED | Metroidvania-style game developed with Unity. | C# |
- 🛡️ Safeguard.io - Safety solution for people in difficulty / isolated
PythonSQL - 📝 Auto Changelogs - Streamlined changelog management across branches
Bash - 🌡️ Raspberry Pi Fan Control - PWM-based fan control for Raspberry Pi 4B
Python
Languages
Machine Learning & Data Science
Big Data & Backend
