Ondrej Bohdal
Senior Researcher at Samsung Electronics
Stony Stratford, England, United Kingdom
Summary
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Senior🎓
Top SchoolOndrej Bohdal is a Senior Researcher in machine learning with a decade of experience bridging academic rigor and industry impact, currently focused on personalization of generative AI at Samsung Research. His work draws on a PhD and MSc(R) from the University of Edinburgh, where he studied meta‑learning, transfer learning, data efficiency and uncertainty calibration, and later researched multimodal LLMs, fairness, and OOD generalization as a postdoc. Prior roles include teaching and mentoring at Cambridge Spark and internships at AWS and Samsung AI Center, giving him a strong mix of pedagogy, applied research, and production-aware experimentation. He combines deep theoretical foundations with practical experience in hyperparameter optimization, domain adaptation and LLM personalization, and maintains a public research portfolio at ondrejbohdal.github.io. An unusual indicator of his academic excellence is a near-perfect IB score (44/45) and a First Class Honours in AI and Mathematics, suggesting long-standing aptitude and drive.
10 years of coding experience
5 years of employment as a software developer
PhD & MSc(R), Data Science, Distinction, PhD & MSc(R), Data Science, Distinction at The University of EdinburghIB Diploma Programme, 44/45, IB Diploma Programme, 44/45 at International Baccalaureate
English, German, Slovak, Czech
Github Skills (20)
hyperparameters10
multi-objective-optimization10
hyperparameter-tuning10
neural-architecture-search10
optuna10
architecture9
asynchronous9
sagemaker9
optimization9
ray8
scale8
hyperparameter-optimization8
machine-learning8
large-scale8
census2
Programming languages (3)
Github contributions (5)
ondrejbohdal/meta-calibration
Jun 2021 - Oct 2022
Contributions:3 commits, 4 pushes, 1 branch in 1 year 3 months
ondrejbohdal/label-distillation
Jun 2020 - Oct 2020
Contributions:5 commits, 4 pushes, 1 branch in 4 months
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