Killian Levacher

Principal Data Scientist

Leinster, Ireland
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Summary

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Killian Levacher is a Principal Data Scientist with 11+ years in software engineering and 7+ years specializing in NLP and deep learning, currently shaping generative AI and LLM safety at Optum after a prolific research tenure at IBM Research. He combines academic rigor—a PhD on adaptive content slicing and 32+ top-tier publications—with product-minded engineering, holding 42+ patents and architecting ML-driven SaaS and Kubernetes-integrated deployments. His work spans PII detection, synthetic data, recommender systems and adversarial red-teaming, particularly for sensitive domains like healthcare and legal. An entrepreneur and inventor, he founded a patented adaptive language-learning startup and continues to bridge research and commercialization across multi-institution consortia. Notably, his background includes pilot training, reflecting a persistent appetite for complex systems and disciplined, safety-conscious design.
code11 years of coding experience
job9 years of employment as a software developer
bookPhD in Computer Science (Adaptive Web & Content Slicing Systems), PhD in Computer Science (Adaptive Web & Content Slicing Systems) at Trinity College Dublin
bookAviation, Aviation at Aviation Pilot Licence
bookFrench Aviation Theory Diploma (Brevet d'Initiation Aéronautique) Aviation, French Aviation Theory Diploma (Brevet d'Initiation Aéronautique) Aviation at French Aeronautics Federation
languagesEnglish, French, Spanish, Italian
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3kreached
0answers
4questions
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Github Skills (30)

artificial-intelligence10
adversarial-attacks10
python10
toolbox10
machine-learning10
extraction10
inference10
security10
adversarial-machine-learning10
privacy10
ai10
fairness-ml10
robustness10
github-enterprise8
git7

Programming languages (1)

Python

Github contributions (5)

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killianlevacher/blog

Feb 2016 - Jul 2019

Contributions:154 pushes, 4 branches in 3 years 5 months
Contributions:34 commits, 2 PRs, 27 pushes in 4 months
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Killian Levacher - Principal Data Scientist