Sofia Herrero Villarroya

Sofia Herrero Villarroya is a Machine Learning Engineer with experience in various companies.

From 2022 to the present, Sofia worked at Pacmed, where they focused on developing scalable data pipelines and implementing AI-based software in healthcare institutions. Sofia utilized technologies such as pyspark, pandas, scikit-learn, git, and Azure.

Prior to that, Sofia worked at SkinVision from 2019 to 2022, where they conducted research on camera functionality using Computer Vision and AI. This involved developing algorithms to provide risk indications for signs of skin cancer through smartphone applications.

From 2018 to 2019, Sofia was a Machine Learning Engineer at Trifork, specializing in machine learning applications for various projects, including recommender optimization and decision support classifiers.

In 2018, Sofia interned as an NLP/ML Intern at Elsevier, focusing on interpretability in sequence tagging models for Named Entity Recognition. Sofia extended open-source solutions for interpretation in the field of Natural Language Processing (NLP).

Sofia's career began in 2015 as a Front-end developer Intern at Weplan. There, they gained programming skills by creating web front-ends for comparing mobile provider plans using technologies such as HTML5, CSS, Bootstrap, and Javascript.

Sofia Herrero Villarroya has an impressive educational background in the field of technology and artificial intelligence. Sofia earned their Master of Science (MSc) degree in Artificial Intelligence with honors (Cum Laude) from the University of Amsterdam, completing it from 2016 to 2018. Prior to that, they obtained their Bachelor of Science (BS) degree in Software Engineering, with a minor in Artificial Intelligence, from the Universidad Carlos III de Madrid, spanning from 2012 to 2016.

During their undergraduate studies, Sofia also had the opportunity to study at the University of California, Santa Cruz, where they pursued a Bachelor of Science (BS) degree in Computer Science in the academic year 2014-2015.

In addition to their formal education, Sofia has acquired further knowledge and skills through certifications. Sofia obtained a certification in "AI for Medical Diagnosis" from Coursera in April 2020. Sofia also holds a Certificate of Proficiency in English (CPE) from Cambridge English Language Assessment, although the exact month and year of obtaining this certification are not provided.