Théo Castillo

A two-agent harness that turns a text prompt into a working TouchDesigner project, verified automatically over MCP against real quality gates.

TouchDesignerTouchDesignerPythonMCPGLSL

Self-hosted mini-Vercel for a 4 GB home server. Apps sleep at zero RAM and wake in a second, behind one login and one shared Postgres. Ships with a Claude skill that builds and deploys new apps from a prompt.

DockerTypeScriptNode.jsPostgreSQLReact+1

Challenge owner at the French National Assembly's AI Hackathon: AI agents translate legislative amendments into OpenFisca simulations (via MCP), powering a public web app that shows the real impact of an amendment on your household.

ReactTypeScriptTailwindPythonFastAPI+1

Model and application of deepfake detection using a hybrid approach combining spatial and frequency analysis.

PythonPyTorchYoloOpenCvFastAPI

Creation of a Unity simulation in which we simulate a self-guided missile using computer vision with a YOLOv8 model.

PythonYoloc#Unity

GPT2 implementation in Haskell with the Hasktorch library, inspired by Andrej Karpathy's Pytorch implementation.

HaskellHasktorchDocker

MCP drawing application with TypeScript server and React frontend for real-time canvas visualization through Claude Desktop.

MCPPythonTypeScriptjsReact+1

A modern implementation of the DeepCubeA algorithm for solving Rubik's Cube using neural networks and A* with web visualization.

PyTorchPythonReactThree.jsFastAPI

Training a YOLO model on a custom Formula 1 dataset to detect cars based on their team.

PythonYolo

Building a French language model based on transformers, trained on a French dataset using PyTorch in Python.

PythonPyTorch

A python neural network library implemented from scratch with NumPy, including linear layers, loss functions, activation functions, and optimizers.

PythonNumpy

Implementation of neural style transfer to apply a style to an image using the VGG-19 model in Python with PyTorch.

PythonPyTorch

Implementation of a WGAN-GP on the CelebA dataset with PyTorch for face generation

PythonPyTorch

Library to visualise Cellular Automata easily with OpenGL in Python

PythonOpenGL

Transformer-based model for generating classical music, utilizing sparse attention and trained on the BACH dataset.

PyTorchPython

Gymnasium environment where a humanoid learns to walk using reinforcement learning techniques in Python.

GymnasiumPythonPyTorch

Training a financial forecasting model based on the AutoFormer architecture with PyTorch and Alpaca.py

PythonPyTorchAlpacaAlpaca

A PyTorch diffusion model to generate realistic synthetic cat images from gaussian noise

PythonPyTorch

Front-end application built with React, Tailwind CSS, and TypeScript. It allows users to vote for tournaments on various themes by interacting with an API.

ReactTailwindTypeScript

Simulation of a particle system using SFML in C++ with Verlet integration.

C++SFML

Create a pipeline of two finetunned YOLOv8 models to detect and analyze car plates

PythonYoloOpenCv

Tool for creating personalized cover letters using LangChain with an agent capable of conducting internet research.

LangchainPython

Procedural Map generation using Perlin Noise with P5.js

jsP5.js

A maze generator and solver using A* in python with pygame

PythonPygame

Creation of a daily horoscope website with a payment and subscription system using Stripe, built with Django and Python.

PythonDjangoAWS

Creation and training of a variational autoencoder on the Fashion MNIST dataset to generate synthetic data using Python and PyTorch.

PythonPyTorch

Creation of the Snake game and an AI that learns to play the game using deep reinforcement learning with PyTorch and Pygame.

PythonPygamePyTorch

Creation of the game Connect Four and an AI for the game based on the Monte Carlo algorithm using Pygame in Python.

PythonPygameMonte Carlo Tree SearchMonte Carlo Tree Search

Implementation of rules for a board game, followed by the creation of an AI based on the Minimax algorithm for the game in Java.

Java