Projects
Here's a collection of projects I've worked on. These showcase my skills in different technologies and my approach to solving various problems in software development.
Multichannel 1D Foundational Model for PSG signals
A versatile model that empowers doctors to perform various downstream tasks using any type of PSG signal, including EEG, EOG, and EMG.
Technologies:
LLM for Educational Assistance
A generative language model that answers student questions on various EPFL topics with enhanced accuracy through DPO and RAG techniques.
Technologies:
CNN 3D Model for Physiotherapy Exercises Classification
A model that achieved more than 90% accuracy in classifying physiotherapy exercises and detecting errors, currently used by SMS Lab at ETH Zürich.
Technologies:
IdEst Academy E-Learning Platform
Technical platform and content for IdEst Academy that contributed to over €100k in revenue in 2024.
Technologies:
Cellular Network Optimization
A project that won awards for Best Digitization Project in Madrid Region and Best Project by a Young Entrepreneur in 2022.
Technologies:
OCR System for Document Processing
An OCR system developed for Endesa, Spain's largest energy company, saving over 75% in document processing time.