Ilia Los
Senior Machine Learning Engineer 2 at JetBrains
Berlin, Germany
Summary
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Senior🎓
Top SchoolIlia Los is a Senior Machine Learning Engineer with a decade of experience building end-to-end deep learning systems for high-load e-commerce and marketplace platforms. He has led production teams and disciplines in computer vision and ML, delivering solutions from generative virtual try-on and image-based product attribution to live streaming image and audio pipelines that process millions of records daily. His work spans recommendations, information retrieval, anti-fraud, and search, with measurable business impact—improving search precision/recall, boosting recommendation conversions, and significantly reducing fraud lifetimes. A PhD-trained engineer with algorithmic chops demonstrated by ACM ICPC World Finals participation and a solo Kaggle gold, Ilia combines rigorous research background with hands-on production architecture, including serverless asynchronous inference on AWS. Based in Berlin, he pairs technical leadership and hiring experience with a knack for turning computer-vision R&D into revenue-driving products.
9 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Saratov State University named after N.G.Chernyshevsky
EnglishProgramming languages (4)
Github contributions (5)
ipetrushin-gd/spark-ml-practice
Feb 2018 - Jul 2018
Contributions:5 PRs, 22 pushes, 5 branches in 5 months
IlyaLos/AttnGAN
May 2020 - May 2020
Contributions:10 PRs, 13 pushes, 4 branches in 1 day
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