Attila Kertesz-farkas
Professor at National Research University — Higher School of Economics
Moscow, Moscow, Russia
Summary
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Senior🎓
Top SchoolAttila Kertesz-farkas is a professor and machine learning researcher with over 20 years of experience developing ML and data analysis products for biotech and related domains, and more than a decade in academic research and product-focused development. He leads an international, multidisciplinary laboratory at HSE Moscow, where he secured competitive funding to build a team combining medicine, chemistry, economics and data science and promotes meritocratic, Western-style research practices. His work spans neuro-symbolic AI, foundational models for spectrometry, robust production monitoring for ML, and SOTA advances in sequence classification, image segmentation, and statistical error control. Previously at the University of Washington and ICGEB he produced open-source tools and statistical methods that materially improved classifier power and were adopted broadly by researchers. He codes across Python, PyTorch/TensorFlow, C++ and GPU environments and has a track record of turning cutting-edge research into practical toolkits and reproducible benchmarks. He combines deep theoretical contributions with hands-on engineering and an unusual talent for building cross-disciplinary teams that translate complex models into deployable biotech solutions.
11 years of coding experience
15 years of employment as a software developer
PhD, Computer Science, PhD, Computer Science at University of SzegedErasmus scholarship, Erasmus scholarship at Technische Universität Dresden
Github Skills (25)
database-sequence9
tandem9
shotgun8
mass8
mass-spectrometry7
sequence6
lime6
interpretable-machine-learning6
semi-supervised-learning5
xai5
machine-learning4
datasets4
fairness-ml4
supervised-learning4
database4
Programming languages (5)
Github contributions (5)
MrBhimani/crux-toolkit
Sep 2022 - Dec 2024
Contributions:1 PR, 14 pushes in 2 years 4 months
kfattila/LZW-Kernel
Jan 2018 - Feb 2020
Contributions:12 pushes, 1 branch, 1 comment in 2 years 1 month
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