Projects
(🥉 48H Hackathon) EscapeExpress: LLM Detective Game
January 2025
EF Mistral AI Game Jam. Mysterious train with locked wagons. Players gather clues from passengers and provides them to an LLM detective that guesses the wagons' passcodes. The game integrates LLMs, TTS and Unity.
huggingface.co
(24H Hackathon) LLAM4RT: On-device Museum Guide AI
November 2024
Developed an AI app running fully on-device, specialized in answering museum-related questions and recognizing artworks. Fully on device LLM (Llama 3 1B) running on iPhone, specialized in l'Orangerie gallery in Paris (using RAG and memory).
github.com
Deep Q-Network with Rainbow Enhancements
October 2024
Efficient and clean reimplementation in PyTorch of ground breaking Deep RL paper Rainbow DQN (Hessel et al.) for Atari Gym environments. Includes a paper-like report.
github.com
Woof Vision
February 2023
Photo recognition mobile app for identifying different dog breeds. Developed a ViT transformer model with 92.3% accuracy.
github.com
Slurm Utilities for Siemens Sherlock
May 2024
Created dynamic Slurm bash utilities for job management, tailored to Siemens' high-performance computing cluster.
github.com
Visible Watermark Detection
February 2024
Developed a watermark detection model using YOLO and Faster R-CNN. Created a dataset with varying watermark attributes, hosted on HuggingFace, and tested models with CLWD benchmarks.
github.com
GPU-Accelerated GStreamer Plugin
November 2023
Created a GPGPU accelerated video filter plugin for GStreamer using CUDA, designed for performance and extensibility.
github.com
Computer Vision Conference, Workshop and Contest
June 2023
Held a conference and organized a workshop on deep learning for computer vision, followed by our Kaggle competition sponsored by Google.
github.com
Massively Scalable Surveillance System
June 2023
Built a scalable surveillance system with Kafka, Spark, and Cassandra to handle real-time data streams. Implemented data visualization with Grafana dashboards.
github.com
Simulation of Bee Colonies
June 2023
Developed a multi-agent system in NetLogo to simulate the dynamics of bee colonies, including interactions with flowers and other hives, using state machines.
github.com
Recommender System for Food Orders
May 2023
Developed a neural network-based recommender system for predicting customer food orders using diverse datasets and preprocessing techniques.
github.com
Optimized Snow Removal in Montreal
July 2022
Optimized snow removal routes in Montreal using graph theory, Eulerian paths, and OSMNX for geospatial data. Modeled cost-efficient solutions with custom algorithms.
github.com
Self-Driving Cars with Genetic Neural Networks
April 2022
Created a Unity simulation featuring self-driving cars powered by a genetic neural network with adjustable layers, sensors, and tweakable parameters.
github.com
POSIX-Compliant Command Interpreter
December 2021
Designed and implemented a command-line shell in C that adheres to the POSIX standard. Features include a lexer, parser, built-in commands, and support for pipelines and redirections.
github.com
Coruno - Multiplayer Card Game
May 2020
Cross-platform, multiplayer card game inspired by Uno, featuring support for up to 32 players, customizable game settings, and both local and online multiplayer modes.
ordinarydev83.itch.io
Tom's Tower Defense
July 2018
2D tower defense game featuring unique mechanics, including an in-game level and wave editor, skill tree, ad monetization, and procedural wave generation. Published on the Google Play Store with +5,000 downloads.
ordinarydev83.itch.io
Case Opening Simulator
September 2018
CS:GO-inspired case opening game with collections, games, market, trade-up, ranks, skill tree, inventory management, offline prices, and item inspector. +80,000 downloads and 4.8/5 rating on Google Play.
ordinarydev83.itch.io