Marie Skłodowska-Curie PhD Fellow in quantum computing, working on quantum algorithms and resource-efficient simulation, with interests in AI/ML and real-world industry applications.
About Me
I am a PhD student at Universitat de Valencia, working on quantum algorithms and quantum machine learning. My focus is on translating theoretical ideas into practical implementations and benchmarking them under realistic constraints. Previously, I worked as a data scientist at BRD, where I focused on building various ML pipelines for different needs by the bank.
My Toolkit
Publications 📝
Alberto Acevedo Meléndez, Carmen G. Almudéver, Miguel Angel Garcia-March, Rafael Gómez-Lurbe, Luca Ion, Mohit Lal Bera, Rodrigo M. Sanz, Somayeh Mehrabankar, Tanmoy Pandit, Armando Pérez, Andreu Anglés-Castillo
Andreu Anglés-Castillo, Luca Ion, Tanmoy Pandit, Rafael Gomez-Lurbe, Rodrigo Martínez, Miguel Angel Garcia-March
Projects 🧑💻
A short project where I fine tuned a NER huggingface model for furniture products detection. The goal of the model was to return the products on a furniture website.
Primary developer for this internal tool to be used by BRD bank employees. The main goal was to develop a Q&A tool specialized on internal bank documentation
Segmented bank customers using k-means clustering to identify credit demand patterns, then trained a k-nearest neighbors classifier to predict customer segments and support data-driven credit targeting.
This very website, built with Next.js, Tailwind CSS, and shadcn/ui plus a bit of ai help for the web development. Designed to be a clean, modern, and responsive showcase of my work.