Overview

Education & Certifications

UC3M degrees, peer-reviewed research, and AWS / Databricks / Anthropic credentials.

Education

Master's Degree in Machine Learning and Healthcare

Universidad Carlos III de Madrid

Relevant Courses: Machine Learning, Deep Learning, Computer Vision, Data Modelling, NLP, Information Theory.

View Program Details →

Thesis

Applied supervised machine learning to estimate the best intraocular lens (IOL) for implantation after cataract surgery from pre-operative images; up to 11% improvement over prior work, in collaboration with CSIC.

Machine LearningDeep LearningComputer VisionData ModellingNLPInformation Theory

Bachelor's Degree in Data Science and Engineering

Universidad Carlos III de Madrid

Relevant Courses: Supervised/Unsupervised Learning, Reinforcement Learning, Transfer Learning, Databases, Neural Networks, Deep Learning, Programming (Python,R,SQL, Scikit-Learn), Statistical Learning, Data structures, Big Data.

View Program Details →

Thesis

Built a deep learning semantic segmentation model in PyTorch on real-world post-cataract patient eye images; 7% improvement over state of the art for cataract and presbyopia assessment, in collaboration with CSIC.

Supervised/Unsupervised LearningReinforcement LearningTransfer LearningDatabasesNeural NetworksDeep LearningProgramming (Python,R,SQLScikit-Learn)Statistical LearningData structuresBig Data

Research

Automatic segmentation and quantification of OCT images before and after cataract surgery using deep learning

First AuthorApplied Optics

Developed using Python a deep learning segmentation algorithm (feature pyramid network with pre-trained encoder) for anterior eye OCT images, achieving 93.2% accuracy and 0.34 s/image processing time.

Read Full Paper →

Certifications

ANTHROPIC Logo

ANTHROPIC · 2026

Claude Certified Architect — Professional

Advanced architecture for production Claude systems — agent design, tool orchestration, evaluation, and enterprise deployment patterns.

View certification →
ANTHROPIC Logo

ANTHROPIC · 2026

Claude Certified Developer — Foundations

Foundational skills for building applications with Claude — API integration, prompting, and developer workflows.

View certification →
ANTHROPIC Logo

ANTHROPIC · 2026

Claude Certified Architect — Foundations

Architecture patterns, tool use, and production-minded agent design with Claude.

View certification →
DATABRICKS Logo

DATABRICKS · 2026

Databricks Certified Generative AI Engineer — Associate

LLM-enabled solutions on Databricks: RAG, Vector Search, Model Serving, MLflow, Unity Catalog.

View certification →
DATABRICKS Logo

DATABRICKS · 2024

Databricks Data Engineer — Associate

Batch/streaming pipelines, Delta Lake, warehouses, lakes, ETL, PySpark (Databricks Intelligence Platform).

View certification →
AMAZON WEB SERVICES Logo

AMAZON WEB SERVICES · 2024

AWS Certified Machine Learning — Specialty

Building, training, tuning, and deploying ML on AWS (two years' experience validated).

View certification →
AMAZON WEB SERVICES Logo

AMAZON WEB SERVICES · 2024

AWS Solutions Architect — Associate

Secure, scalable, cost-optimised designs across AWS services.

View certification →
AMAZON WEB SERVICES Logo

AMAZON WEB SERVICES · 2024

AWS Certified AI Practitioner

Foundational AI/ML and AWS implementation practices.

View certification →