About Me
I’m an AI Engineer and Physicist with deep expertise in Deep Learning, Transformers, and Generative AI. At Nostrum Biodiscovery, I design state-of-the-art models for biomolecular interaction prediction, while my past experience at the European Joint Research Centre focused on sequence classification for genomics. I'm passionate about cross-disciplinary research and pushing the boundaries of AI.
Education
Master in Intelligent Interactive Systems
Universitat Pompeu Fabra, 2023 · Barcelona, Spain
Courses: Machine Learning, NLP, Deep Learning
Bachelor in Physics
Universitat de Barcelona, 2020 · Barcelona, Spain
Mention in theoretical physics
Experience
AI Engineer
Nostrum Biodiscovery · Jan 2024 – Present
- Built deep learning models for protein-ligand prediction.
- Used transformers and generative AI for drug discovery.
- Collaborated with biologists + chemists to integrate AI into real research.
BI Consultant | Data Engineer
Capgemini · Mar 2022 – Dec 2023
- Designed ETL pipelines using PowerCenter, PL/SQL, SAP.
- Helped manage data workflows for a major European energy client.
AI & ML Intern – Genomics
EU Joint Research Centre · Apr – Jul 2023
- Classified large-scale biological sequences with deep learning.
- Built and evaluated custom architectures for DNA/metagenomics.
Publications
- “Gut Microbiome Analysis for Health Assessment”, HCist 2023
- “Topological Deep Learning Challenge 2024”, ICML GRaM Workshop
Skills
Deep Learning / ML
- PyTorch, TensorFlow, Transformers, Contrastive Learning
NLP + Generative AI
- GPT-4, BERT, HuggingFace, LLMs
Data + Cloud
- SQL, ETL, PowerCenter, GCP, AWS
Languages
- Spanish (native), Catalan (native), English (B2), Italian (beginner)
Certificates
- Google Cloud – Cloud Digital Leader
- Informatica – IICS Partner Bootcamp
- Data Integration, Application Integration, Data Lake, etc.
ICLR 2025 Highlights
- RNA Tokenization @ AI4NA + LMRL Workshops
- Tensor-DTI @ LMRL + Biomolecular Design Workshops
- DDI Simplification @ Biomolecular Design Workshop
Projects
AI meets molecules. Welcome to the frontier.
Tensor-DTI
Enhancing Biomolecular Interaction Prediction with Contrastive Embedding Learning.
