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Francisco de los Santos BernalFB
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Francisco de los Santos Bernal

@franciscodelossantos

Senior Insight Analyst at Brainrocket building Snowflake analytics pipelines and campaign scoring frameworks.

Spain
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At Brainrocket, I work across CRM, player targeting, user behaviour, and commercial performance for clients in Fintech, iGaming, and Marketing. I built Snowflake models for lifecycle tracking, churn segmentation, and bonus behaviour, and designed campaign scoring frameworks in Python.

I also built a clinical decision support prototype at Stealth Startup, using FastAPI, LangChain, and RAG to recommend laboratory tests from blood profiles. At University Hospital of Cologne and Max Planck Institute for Metabolism, I developed biomedical data pipelines and machine learning analyses, including deep learning models for physiological recordings.

Experience

Work history, roles, and key accomplishments

SS

Co-founder & ML Engineer

Stealth Startup

Jan 2025 - Jun 2025 (5 months)

Designed and built an early-stage prototype of an LLM-based clinical decision support tool to recommend laboratory tests from patient blood profiles, including a FastAPI backend with LangChain and RAG pipelines.

UC

Data Scientist

University Hospital of Cologne

Jan 2021 - Jan 2025 (4 years)

Built pipelines to process and analyse large-scale biomedical and physiological signal datasets using Python and SQL, and developed deep learning models to classify physiological states.

Education

Degrees, certifications, and relevant coursework

University of Alcalá logoUA

University of Alcalá

Master in Artificial Intelligence, Artificial Intelligence

2021 - 2022

Master in Artificial Intelligence with a healthcare focus from the University of Alcalá, completed in 2022.

ED

European Joint Master’s Degree

MSc in Neuroscience, Neuroscience

2016 - 2018

Grade: Ranked 1st in cohort

MSc in Neuroscience, ranked 1st in cohort, completed in 2018.

Complutense University of Madrid logoCM

Complutense University of Madrid

BSc in Biomedicine, Biomedicine

2012 - 2016

BSc in Biomedicine from the Complutense University of Madrid, completed in 2016.

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