About me
When I am not coding, I love to play as much soccer as I can in my free time. I played soccer my whole life where I played in Portugal for one season.
When I'm not playing soccer I love listening to music, watching anime, and hanging out with friends.
Favorite Anime
One Piece
Attack on Titan
Jujutsu Kaisen
Experience
Free Throw Prediction from Motion Capture
February 2026
Won 1st Place
Kaggle competition predicting basketball free throw outcomes from 69-joint motion capture data. Built per-player biomechanical models, temporal commitment analysis, kinetic chain features, and CNN ensembles to achieve 0.006148 MSE.
CoCivil — Land Development Due Diligence Platform
March 2026
Won Google Studio AI
Built a full-stack due diligence platform for Toronto land development. Generates planning submission packages from a plain-English query using AI, zoning analysis, 3D massing, and RAG-powered policy search.
Machine Learning Research Intern
November 2025
Supporting the technical team on exploring real-world applications of AI/ML in sports psychology, combining technical development with performance analytics.
My projects
Currently exploring
Building autonomous agents that can reason, plan, and take actions -- from RL-based game agents to tool-using LLM agents that solve real problems.
Training models from scratch (transformers, CNNs, RNNs) and deploying them -- with a focus on reinforcement learning and attention mechanisms.
Certifications
Click on any certificate to view it in full screen.
