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Projects

Computer Vision

YOLO Liga

Computer vision system to automatically detect sponsor advertisements in Portuguese football broadcasts, giving companies a data-driven way to measure their broadcast ROI.

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Reinforcement Learning

Flappy Bird DQN

Deep Q-Learning neural network that learns to play Flappy Bird through reinforcement learning with 25K parameters and epsilon-greedy exploration.

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LLM / RAG

RAG Financial Accounting

Retrieval-Augmented Generation chatbot built to help my brother study Financial Accounting, answering questions only from the course notes and citing the source slide and page.

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Reinforcement Learning

Mario's Bombs Away

Double DQN agent that learned to play the original 1983 Nintendo Game & Watch in MAME, using LCD segments and hidden variables reverse-engineered from the chip's RAM. Best run: 44 bombs delivered in a single life.

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Game

Pixelport ATC

A small pixel-art airport game in plain JavaScript where you are the controller: clear arrivals to land, release them from the gate and send them off again before anyone runs out of fuel.

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