Projects
sentiment.guillermofilgueira.ch
Sentiment Tracker
Monitors market sentiment by tracking keyword mentions across Twitter, Reddit, Google Trends, and financial news APIs. Features a pluggable strategy pattern, FastAPI REST backend, and React dashboard for real-time sentiment visualization across stocks, commodities, and broader market trends.
energy.guillermofilgueira.ch
Energy Optimization & Decision Simulation Framework
A simulation and ML platform for optimizing energy decisions. Integrates PV production forecasting, demand modeling, and battery storage simulations with market behavior analysis. FastAPI backend with PostgreSQL and automated Monte Carlo uncertainty quantification.