👋 Hey there! I'm Alex

MVA Student @ ENS Paris-Saclay

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.

✨ Latest Projects

Project	Description	Stack
📉 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`

🏆 Hackathon Achievements

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`

🎯 Featured & Academic

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#`

💡 Personal Tools

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