My Story
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Contact meCivil Engineer inApplied Mathematics
ML · Optimization · Software
Engineering student specializing in applied mathematics, with a track record in tutoring, software development and scouting leadership. I like to apply math to the real world: automation tools, robots, applications and games.
Projects & experience
Game Design
Designing and building games in Unity: game jams and lots of small games, from browser games on itch.io to DropBack, a mobile platformer on the Play Store and App Store.
DetailsPanini Cards Research
Research on the probability and combinatorics behind completing a sticker album. Modeled the problem and validated results by simulation.
DetailsSport Session Sniper
A web app that auto-registers for sport sessions the moment they open, with user authentication and a SQL database. Built and deployed end to end.
DetailsWordle & Tusmo Solver
An optimal solver for Wordle and Tusmo that picks each guess by maximizing information gain.
DetailsCub Scout Leader
Scout leader, leading a group that includes children with disabilities.
DetailsEngineering University Tutor
Tutor at EPL, teaching from the engineering entry exam to discrete mathematics, probability, numerical methods and mechanics to civil engineering students.
DetailsChess Solver
An advanced chess engine in C# with alpha-beta pruning, bitboard move generation via magic numbers, and an opening book.
DetailsPadelicious
A robot ball launcher for padel, taken from concept to a functional prototype with market evaluation. Won 1st place at UCLouvain and 3rd in the national Startech final.
DetailsTransformer from Scratch
A GPT-style language model built from scratch in Julia, including a hand-written vectorized reverse-mode autodiff engine, in about 1500 lines with no deep-learning framework.
DetailsLaptimer
A bike-race timer with automatic detection, rider queuing and advanced stats.
DetailsUnity RL Agent
Trained an RL agent to race a car around tracks with realistic physics and drift.
DetailsScout Camp Trailer
A film trailer, where we handled the production, filming, and editing with the staff.
DetailsBike Folklo
Designed and built a folklore bike, fully dismountable, with a third seat facing the back.
DetailsKonstant
A multi-platform app designed, built, and deployed end to end.
DetailsHome Energy Optimisation
Home Assistant setup that optimises battery, solar panels and EV charging in real time, scheduling around a solar production forecast.
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