Anastasiia Filatova
Principal Engineer at Sberbank
Saint Petersburg, Saint Petersburg, Russia
Summary
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Senior🎓
Top SchoolAnastasiia Filatova is a Principal Engineer based in Saint Petersburg with 11 years of software and ML experience, currently leading technological development and productization of a recommendation platform at Sberbank. She combines academic rigor—a PhD in AI/ML and research leadership at IAIRLab—with hands-on delivery, having built productionized RecSys and biosignal-driven predictive systems. At HARMAN she developed beyond-state-of-the-art methods for driver cognitive load detection, co-authored multiple patent applications, and designed data-collection and augmentation pipelines that materially improved model KPIs. Her background spans core software engineering in BSS systems to cutting-edge ML research, enabling her to bridge engineering, research, and product teams effectively. Known for turning noisy sensor and gaze data into actionable metrics, she brings a rare mix of experimental creativity and enterprise-grade production skills.
11 years of coding experience
5 years of employment as a software developer
Master's degree, Applied Informatics, Master's degree, Applied Informatics at State University of Nizhni Novgorod named after N.I. Lobachevsky (UNN)
English
Github Skills (4)
optimization8
artificial-intelligence6
scheduling3
java2
Programming languages (1)
Github contributions (5)
nast1415/operating-systems-course-spbau-4sem
Feb 2016 - Sep 2020
Contributions:58 pushes, 6 branches in 4 years 7 months
nast1415/Software_design_302
Sep 2016 - Jan 2017
Contributions:11 PRs, 40 pushes, 17 branches in 3 months
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