Data imputation in biological sequences with Machine Learning
Final project (10/10): Machine Learning techniques to impute missing data in biological sequences, with an automated bioinformatics pipeline in Python.
Computer Engineer
I build software focused on Artificial Intelligence
Software solutions for the financial sector, with a strong foundation in artificial intelligence and high-performance computing.
About
Computer Engineer
Computer Engineer focused on software development and data solutions. I work as a technology consultant in the financial sector, designing and building software solutions powered by Artificial Intelligence. Working in banking gives me a business perspective that complements my technical profile, without claiming to be a domain expert. My technical focus is artificial intelligence (machine learning, deep learning, NLP) and high-performance computing in C/C++ with MPI, OpenMP, CUDA and OpenCL.
Stack
Tech Stack
Languages
- Python
- C
- C++
- Bash
AI & Data
- PyTorch
- NumPy
- Pandas
- Jupyter
- Scikit-Learn
HPC / Parallelism
- CUDA
-
OpenCL -
OpenMP -
MPI
Frameworks & Web
- FastAPI
- React
- Astro
- HTML
- CSS
Databases
- MongoDB
- Oracle
Tools
- Git
- Linux
- Anaconda
- VS Code
Experience
Career
External Consultant
Apr 2026 — PresentBBVA · via Nfq Advisory, Solutions, Outsourcing
- Design and development of a web application that provides an interface to visualize data lineage in CIB's Transaction Reporting area.
- Design and development of a dashboard that monitors processing load across the team's internal platforms, enabling quick visual analysis.
- Development of an API with Python and FastAPI, and a React frontend.
- Integration with Oracle SQL and MongoDB databases.
- Collaboration on an internal initiative to build a Knowledge Base for adopting the KDD paradigm.
Associate
Sep 2025 — PresentNfq Advisory, Solutions, Outsourcing
- Software solutions for reconciliation in Factoring and process planning.
- Internal initiative to adopt generative AI (LLMs) and define best practices.
Research Intern
Feb 2025 — Apr 2025University of Extremadura · ARCO Research Group
- Machine Learning for imputation of missing data in biological sequences.
- Automation of the bioinformatics pipeline in Python (Scikit-learn, BioPython, ETE3).
Education
Studies
Master's in Language Technologies
Oct 2025 — PresentNational Distance Education University (UNED)
BSc in Computer Science — Computer Engineering track
Sep 2018 — Jul 2025University of Extremadura
Final project (Grade: 10/10): Machine Learning for imputation of missing data in biological sequences.
Natural Language Processing (NLP)
Jan 2025 — Feb 2025University of Extremadura
Introduction to Machine Learning and Deep Learning
Nov 2024 — Dec 2024University of Extremadura
Introduction to Quantum Software Development
Jun 2024 — Jul 2024University of Extremadura
