About Self

A narrative of experience & expertise

Data Science & Engineering student at UPC Barcelona, building production-grade ML systems and web applications.

I am currently interested in end-to-end MLOps pipelines, explainable AI, and full-stack development. I focus on delivering scalable, real-world solutions that can make a tangible impact. Fluent in Spanish, Catalan, English (C2), and German (B1).

Core Competencies

01

Machine Learning & AI

Supervised/unsupervised learning, NLP fundamentals, model evaluation, and explainable AI with SHAP.

Python R TensorFlow PyTorch Scikit-learn Pandas NumPy
02

Web Development

Full-stack development with modern frameworks for production-grade applications and APIs.

React Next.js Astro FastAPI Streamlit Tailwind CSS
03

Data Engineering

End-to-end ETL pipelines, Medallion data lakes, and MLOps workflows for scalable data systems.

SQL PostgreSQL Docker AWS ETL Pipelines CI/CD Matlab
04

Tools & Visualization

Version control, data visualization, and collaborative development workflows.

Git/GitHub Altair Streamlit Excel Jupyter