Tilman Kerl

Safeguards Data Scientist

Vienna, Austria
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Summary

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Senior
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Tilman Kerl is a Safeguards Data Scientist at the IAEA with a decade of hands-on experience at the intersection of data science, NLP and software engineering. He holds an MSc in Data Science from TU Wien (graduated with honors) and a BSc in Information Engineering from Universität Konstanz, and has contributed to EU-funded projects on semantic search and visual analytics as a software engineer. His research outputs include a SemEval 2024 paper on hallucination detection in LLMs using hybrid model-agnostic and model-aware methods and a computational assessment of international organizations, reflecting his blend of applied and methodological work. Comfortable moving between research and production, Tilman has delivered BI and full‑stack solutions in industry while teaching Python and volunteering in data-for-good initiatives. Based in Vienna, he now applies NLP and interpretability techniques to global safeguards problems, bringing both academic rigor and product-oriented delivery to high-impact, policy-relevant datasets.
code10 years of coding experience
job4 years of employment as a software developer
bookVienna University of Technology
bookNon-degree, Computational Social Science, Non-degree, Computational Social Science at Ludwig-Maximilians-Universität München
bookBachelor of Science - BSc, Information Engineering - focus NLP, Data Analysis & Visualization, Bachelor of Science - BSc, Information Engineering - focus NLP, Data Analysis & Visualization at Universität Konstanz
languagesFrench, English, German, Spanish
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Stackoverflow

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Github Skills (56)

pytorch9
python9
natural-language-processing9
nlp9
speech-recognition8
transformer8
pypi8
deep-learning8
open-data8
bert8
tensorflow8
machine-learning8
twitter8
instagram7
transformers7

Programming languages (3)

TypeScriptHTMLPython

Github contributions (5)

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MisterXY89/iliasScraper

Dec 2020 - Apr 2021

Contributions:6 releases, 40 commits, 19 pushes in 4 months
MisterXY89/iliasSpider

May 2019 - Dec 2020

iliasSpider is a web scraper which downloads your materials from an ilias course (for Uni Constance)
Contributions:13 commits, 1 PR, 19 pushes in 1 year 7 months
pythonconstanceweb-scraperiliasscraper
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Tilman Kerl - Safeguards Data Scientist