Skip to content
View TopAgrume's full-sized avatar
🎯
Focusing
🎯
Focusing
32 followers · 50 following
  • ENS Paris-Saclay / EPITA

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: Quickdraw

Block or report TopAgrume

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.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. 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
TopAgrume/README.md

👋 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 Lab Challenge [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

🛠️  Tech Stack

Languages
Python C++ C Java Scala Bash

Machine Learning & Data Science
PyTorch NumPy Pandas Scikit-Learn Matplotlib CUDA

Big Data & Backend
Apache Spark Apache Kafka PostgreSQL Microsoft Azure Docker Dash Triton Inference Server

Pinned Loading

  1. PLAID-lib/plaid PLAID-lib/plaid Public

    PLAID (Physics-Learning AI Datamodel), a flexible and extensible framework for representing and sharing datasets of physics simulations

    Python 17 4

  2. Atari-Rainbow-DQN Atari-Rainbow-DQN Public

    Reinforcement learning project for Atari Breakout

    Python 6 1

  3. DjDonPablo/I-JEPA DjDonPablo/I-JEPA Public

    Jupyter Notebook 3

  4. FlorianSegard/CudaNeuralNetwork FlorianSegard/CudaNeuralNetwork Public

    C++ 2

  5. PINKCC_challenge_2025 PINKCC_challenge_2025 Public

    Solution (Top 6) for 3D segmentation of ovarian cancer with peritoneal carcinosis using CT scans.

    Python 2

  6. mistral_hackathon mistral_hackathon Public

    Mistral AI Hackathon

    Jupyter Notebook 2