My portfolio

This project explores multi-agent reinforcement learning (MARL) by training two Deep Q-Network (DQN) agents to play against each other in the 2D fighting game Nidhogg as fencers. The goal was to develop self-learning AI agents capable of adapting their strategies dynamically while competing in a fast-paced, action-driven environment.

Source code : Github

Our submission to the Dell EMC "envision the future" competition. A solution to academic orientation that automates the process by feeding on previous students and alumni's data and experiences to help the decision making of new students by showing them statistics like success rate and professional insertion as well as explanations on the experience to be expected and what to focus on.

Demo : AOAI (Azure free ended, backend disabled)

Source code :

Container source code (hosted using Azure AKS) : Github

a Dapp hosted on ethereum to accelerate document creation and signature, while still being secure, scalable and traceable. The app works with 2FA authentification (fingerprint sensor hardware wallet) and in accordance with the moroccan law of 53-05 governing digital signatures. (the lack of representative images is due to the sensible nature of the project)

rapport de stage : PDF

A news articles scrapper, Classifier and search engine using artificial intelligence to give tags to articles. you can blacklist covid-19 articles or only read emotionally positive articles for example.

Demo : news classifier (backend is currently offline)

Source code :

Front End (React) : Github

A game prototype where every elemental partical is simulated with physics and reactions, where you can use the interaction between elements to achieve your goal : use fire and gaz to generate an explosion to melt rock ground into magma, use a water aura as a conductor with lightning as well as a shield against fire based attacks...

Demo : Secrets of alchemy

Source code :

Using the godot engine and language : GitHub

A website used to manage, moderate and record details about members of the Second chances squadron in elite dangerous. it's connected to the Inara API and a NoSQL database

Demo : SCCS

Source code :

Front End (React) : Github

a bot to help users create a private lobby where they can advertise their project, recruit other like minded people and share files and talk with ease.

Source code :

Node.js and Discord.js : Github