Project portfolio
A selection of research and product work across sustainable infrastructure, health information, accessibility, and game intelligence.
My undergraduate research developed an AI-driven framework to improve energy supply decisions for telecommunications networks. The work combines forecasting and multi-objective optimization to reduce reliance on diesel generators and grid electricity while respecting real operating constraints.
Sustainable infrastructure, energy forecasting, optimization
Machine learning, genetic algorithms, solar and consumption data
Built a production-oriented pipeline that extracts structured medical information from scientific papers for a digital phytotherapy platform. The system uses typed schemas and a clean, hexagonal architecture to make complex literature more useful for healthcare professionals.
Scientific information extraction and reliable outputs
FastAPI, LLMs, embeddings, RAG, PostgreSQL, Pydantic
A mobile-first progressive web app with voice assistance designed to help taxpayers, including people with limited literacy, understand and pay taxes more easily.
An adaptive three-agent Minimax system that shifts between defensive, winning, and catching strategies based on game state—achieving a 97% match win rate.
View repository ↗Working toolkit