The objective was to resolve 5 exercices. As the last exercices was a free exercice, I decided to make an AI to classify Breast Cancer using Unsupervised Learning.

Python, scikit-learn, numpy, matplotlib, pandas

Mona Lisa

Recreate an image using polygon and Genetic Algorithm.

Python, Genetic Algorithm

Car Racing

Python, Genetic Algorithm, DQN, Neat, DDPG / CNN, Neural Network, Kmeans / numpy

Implementation of several Reinforcement Learning Algorithm combined with Neural network in a Car racing.

Brainy Simulation

Implementation of neural network (Perceptron + Deep Neural Network) from scratch

Python, numpy, matplotlib

Algorithm

List of Algorithm with implementation from scratch in basic case

Python

I have a lot of other projects, but as those projects are not very interesting, I decided to not publish them. I will just put some description under this message.

End Study Project (School Project)

2021-2024

The Epitech final project consists of a 3 Year group project with a team of 6 to 12 students. The aim is to show competencies in solving a real world problem as a team.
In my case, the group was composed of 11 students working on a drone system capable of detecting a toxic plant (Datura) responsible of major harmful effects on agriculture. We developped a system composed of an Informative Website, a web-based client control site, an Admin Website, a Mobile App, an Unreal Simulation, an API Server and a local Server for the AI of Detection.
I myself was in charge of developing the AI to recognize Datura and I also worked on the Client Website and the API Server

Python, Pytorch, React, NestJS, TS/JS/HTML/CSS

Progressive Web App (School Project)

The objective was to create a PWA website. We decided to create a discord like using PWA techniques.

React, Express, JS/HTML/CSS

AREA (School Project)

The objective was to created a dashboard solution to access multiple API (ex: weather, spotify, twitter, ...) in a group of 4.
We create an Express Server, a React Website and a React Native Application connected to 10 different API with OAUTH.

React, Express, React Native

Gomoku (School Project)

The objective was to create from scratch an AI to play Gomoku and use different algorithms to increase the AI performances.

Python

Dashboard (School Project)

The objective was to create a dashboard Website to access multiple API (ex: weather, spotify, twitter, ...) in a group of 2.
We create a React Website connected to 6 different API.

React

Bernstein (School Project)

The objective was to discover how to "orchestrate" multiple docker containers using Kubernetes.

Docker, Kubernetes

HAL (School Project)

The objective was to implement a minimalist dialect of LISP in Haskell in a group of two.

EvalExpr (School Project)

The objective was to implement a calculator of infinite number in Haskell in a group of two.

Redditech (School Project)

The objective was to implement a website using Reddit API to recreate Reddit application in a group of two.

React, JS

Zappy (School Project)

The objective was to implement (in C) a TCP Server, a TCP client (AI) and an interface to a game with specific rule from scratch in a group of 6.
The TCP Client represents an AI and need to communicate on a 2D map with other AI in order to find a partner and produce a new individual with a higher, which will do the same.

Walfram (School Project)

The objective was to implement 3 rules of the Walfram Cellular Automaton in Haskell.

Image Compressor (School Project)

The objective was to implement Kmeans in order to compress image in Haskell.

Trading (School Project)