Trabajo de Fin de Grado en Ingeniería Matemática: Sistema de predicción direccional de Bitcoin mediante modelos de machine learning (LightGBM) y análisis de sentimiento (RoBERTa). Investigación sobre integración multimodal en mercados financieros.

Binary classification neural network using Keras to predict loan approval decisions based on applicant financial and demographic data

Intelligent loan approval system using Support Vector Machine (SVM) for automated credit assessment and loan status prediction

Advanced gold price forecasting system beating academic benchmarks with 9+ ML models. Features rolling window predictions, real-time analytics dashboard, and extensible architecture. Built with uv, FastAPI, and Next.js for cross-platform performance.

Bitcoin trading agent using Deep Q-Learning and synthetic market scenarios.