📍 Barcelona | 📊 Data Scientist | 🤖 AI Engineer
AI Engineer and Data Scientist with a background in Telecommunications Engineering (MSc). I build data-driven solutions that merge AI, innovation, and software engineering. Passionate about driving cutting-edge technology into real-world challenges.
- 🧬 Genomic Counseling AI - AI that turns raw DNA into personalized insights using GenAI.
- 🔋 EL detection - Deep learning pipeline for automated defect detection in solar panels using electroluminescence (EL) imaging.
- 📡 Pi-Link RF - Wireless communication system for Raspberry Pi that utilizes nRF24L01 transceivers and a custom token-passing network protocol to automate the compressed transfer of files between multiple nodes.
- 💰 Solidity Betting Smart Contract - Solidity contract enabling secure, time-bounded betting between two participants with admin-managed resolution and built-in safeguards against malicious behavior.
- 🔬 MalarIA - Streamlit-based web application utilizing a trained PyTorch model to detect malaria parasites and leukocytes in microscopic blood smear samples.
- 👾 VHDL Tic-Tac-Toe - Modular VHDL implementation incorporating a synchronous VGA driver, keypad input decoding, and a state-machine-driven game engine. Includes custom memory-mapped video logic and signal synchronization.
- Federated learning for cognitive impairment detection using speech data, 77th Annual Meeting of the Spanish Society of Neurology (SEN), 2025. Link
- Polypharmacy and use of potentially inappropriate medication in patients with cognitive impairment: analysis of 2,380 cases in a Memory Unit (DRUG-AD), 77th Annual Meeting of the Spanish Society of Neurology (SEN), 2025. Link
- Comprehensive Machine Learning Analysis Of Multidomain Speech Features For Detecting Cognitive Impairment, Alzheimer's Association International Conference Neuroscience Next, 2025. Link
- FACEmemory®, an Innovative Self-Administered Online Memory Assessment Tool, Journal of Clinical Medicine, 2024. Link
- 🫁 Finalists of Boehringer Ingelheim Hackathon - AI-powered assistance for radiologists analyzing lung CT scans.
- 🦺 Third place winner of Engihack 2024 - AI system using CV and audio analysis to verify PPE compliance and assess a worker's psychological readiness for duty.
- 💡 Winner of UPC Entrepreneurial Talent award.
- 🦠 Top 1% in InVitro Cell Research Kaggle competition - Prediction if a person had any of three medical conditions. ML model trained on measurements of health characteristics.
- 🔎 First place at HackForGood Telefónica Hackathon - AI tools to perform data analytics for targeted marketing campaigns toward suicide prevention and early-stage depression detection in social networks.
