Machine Learning Developer in Lisbon, Portugal

A deep learning research project where a model was trained to solve tasks from François Chollet's Abstraction and Reasoning Corpus. The model was based on and inspired by previous work on neural cellular automata.

A multiplayer, open-world, survival game where players build a base on a moving truck while avoiding a constantly following horde. Built using Unity, this game is scheduled for release in Early Access on Steam in the second half of 2021.

A convolutional deep learning model built from scratch using Python and Numpy.
The neural network features two hidden layers with sigmoid activations on all layers except the last, which applies softmax. The model achieved 85% accuracy on MNIST with no regularization or data preprocessing.

CharityTab was a Chrome extension and web app that allowed users to customize their browser's new tab page while donating to a charity of their choice by viewing ads and shopping through sponsored bookmarks.

A productivity tool that disabled Twitter's infinite scrolling feed and replaced it with a "Show More" button. This project was deprecated due to the high amount of maintenance required to keep up with regular updates to Twitter's web user interface.

A set of custom modules written for a popular Twitch bot that allows users to duel and gamble the points they earn while watching their favorite streamers. Developed in JavaScript and deployed using Heroku.

A link shortener and web status checker built in PHP. The link shortener was built to encompass two domains: the host domain that allows the user to minify links and a short domain that redirects the shortened addresses to the correct endpoint.

A Chrome extension that synchronizes video players between users of a popular streaming website. Users join a room through the extension and have their video player automatically synchronize with the players of everyone else in the room going forward.

A Flappy Bird clone in JavaScript, built from scratch with a custom HTML5 game engine as a way to work on my game development skills.

The popular Big 2 card game developed in C with an HTML-based CGI (Common Gateway Interface) server. This project features a medium difficulty AI opponent which acts on behalf of each of the other three players.

A 2D puzzle game where the player pushes crates around in a warehouse, trying to get them to the correct storage locations. This project was written in Haskell and uses the Gloss vector graphics library.