Fatih Uenal

Founder at SBB CFF FFS

Bern, Bern, Switzerland
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Summary

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Senior
🎓
Top School
Fatih Uenal is the founder of Helvetic AI and a Swiss-based AI assurance specialist with nine years of experience at the intersection of AI, cybersecurity, and behavioral data science. He builds sovereign, on-premise evaluation pipelines—combining Inspect AI, Compl-AI and his Swiss-Bench research—to test compliance (EU AI Act, FINMA, nDSG), performance across three languages, security (prompt injection, PII extraction, jailbreaks) and reliability (hallucinations, long-context fidelity). His background spans PhD-level research and postdoctoral roles at Harvard and Cambridge, applied data science in healthcare and public institutions, and hands-on cyber work at SBB CFF FFS. Unusually for a founder, he rejects slide decks and external APIs: clients receive reproducible, regulator-defensible reports produced inside Switzerland with the largest open-weight models running fully on-prem. He combines academic rigor and published research with practical MLOps and security engineering to advise banks, insurers, hospitals and law firms on what their models actually do.
code9 years of coding experience
job6 years of employment as a software developer
bookPostgraduate Training Cyber Defence, Cyber Security, Postgraduate Training Cyber Defence, Cyber Security at ICT Warrior Academy - Kommando Cyber
bookData Science Fellow, Data Science and AI, Data Science Fellow, Data Science and AI at Faculty AI
bookMaster of Arts (M.A.), Musicology and Ethnomusicology, Master of Arts (M.A.), Musicology and Ethnomusicology at Freie Universität Berlin
bookDoctor of Philosophy (PhD), Quantitative Social Sciences, Doctor of Philosophy (PhD), Quantitative Social Sciences at Humboldt-Universität zu Berlin
bookMicromaster in Statistics and Data Science, Data Science, Micromaster in Statistics and Data Science, Data Science at MITx Courses
bookCAS Cyber Security Defence and Response, Computer Science, CAS Cyber Security Defence and Response, Computer Science at Lucerne University of Applied Sciences and Arts
bookMaster of Science, Computer Science (AI & Cybersecurity Track), Master of Science, Computer Science (AI & Cybersecurity Track) at University of Colorado Boulder
languagesGerman, Turkish, English, Arabic, French
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Stackoverflow

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Github Skills (14)

great-expectations8
model-registry8
gcp5
python5
feature-store5
fastapi5
docker5
streamlit4
batch-processing4
cicd4
airflow3
mlops2
data-versioning1
sktime1

Programming languages (1)

Python

Github contributions (5)

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Contributions:23 commits, 21 pushes, 1 branch in 2 months
FUenal/dsportfolio

Oct 2022 - Mar 2024

Contributions:52 pushes, 1 branch in 1 year 4 months
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Fatih Uenal - Founder at SBB CFF FFS