Overview

Education

Universidad Carlos III de Madrid Logo

Master's Degree in Machine Learning and Healthcare

2022 - 2023

Universidad Carlos III de Madrid

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

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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
Universidad Carlos III de Madrid Logo

Bachelor's Degree in Data Science and Engineering

2018 - 2022

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.

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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 Optics2024

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.

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Certifications

ANTHROPIC Logo

Claude Certified Architect — Professional

ANTHROPIC2026

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

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Claude Certified Developer — Foundations

ANTHROPIC2026

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

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ANTHROPIC Logo

Claude Certified Architect — Foundations

ANTHROPIC2026

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

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Databricks Certified Generative AI Engineer — Associate

DATABRICKS2026

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

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Databricks Data Engineer — Associate

DATABRICKS2024

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

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AWS Certified Machine Learning — Specialty

AMAZON WEB SERVICES2024

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

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AWS Solutions Architect — Associate

AMAZON WEB SERVICES2024

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

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