Hugo Casero

Senior Machine Learning Engineer

Experience
01/2023 — Present
Team Lead Data Scientist
Medida — Remote/Madrid
Managing a team of 5 Data Scientists. Key projects include RAG search engines, LLM chatbots with moderation, web automation scraping bots, and automated GenAI video/image pipelines.
02/2022 — 01/2023
Senior Data Scientist
Medida — Remote/Madrid
Developed "learning to rank" models for SEO, paraphrasing pipelines, and recommendation engines. Focused on NLP, scraping, and statistical significance analysis.
03/2020 — 02/2022
NLP Data Scientist
Savana — Remote/Madrid
Led a team of 4. Developed NER algorithms (CNN, LSTM, BERT) for medical entity detection and classification models for electronic health records.
03/2019 — 03/2020
NLP Data Scientist
Newtral — Madrid
Built fact-checking detection models and speech analysis tools for political discourse. Developed an Alexa skill for transparency in politician salaries.
09/2012 — 10/2015
Software Engineer
Gunnebo Deutschland GmbH — Munich, Germany
Focused on R&D for automated payment and security solutions.

Education
2016 — 2017
Master's Degree in Data Science
Univ. of Granada
2006 — 2011
Bachelor Degree in Computer Science
Univ. Pol. of València

Selected Publications
2024
Clinical utility of personalized reference intervals for CEA...
Clinical Chemistry and Laboratory Medicine (CCLM)
2023
Symptoms timeline and outcomes in ALS using AI
Scientific Reports - Nature
Links
Core Skills
AI / LLMs NLP Python RAG AWS / Cloud Web Automation NER Data Modelization
Languages
  • Spanish (Native)
  • English (Professional)
  • German (Basic A1)