Data Science Student — Pamplona, Spain — nicolas.minguez@outlook.com
Second-year Data Science student at Universidad Pública de Navarra. Focused on building practical solutions through data analysis, machine learning, and web applications.
Monte Carlo simulation framework with reinforcement learning (Q-learning) AI player. Trained on 100k+ hands to optimize strategy performance through self-play. Evaluated five strategies over 10⁶ simulated hands, finding that favorable house rules reduced house edge by ∼0.2%.
Booking platform for real estate media using SvelteKit for the frontend and Firebase for the backend, implementing authentication, file storage, and serverless functions.
2D and 3D animations in Python with the Manim library to visually explain multivariable calculus concepts for the Spanish-speaking audience.