About Valery
Freelance Senior Data Scientist / Mathematician (M.Sc.) building explainable ML and optimization solutions for complex, constrained business problems (often NP-hard).
Strong engineering mindset: from prototype to production (Python, R, C++, Spark, AWS/GCP, solvers, Docker).
Worked across AdTech/TV media, Telecom, Automotive (ADAS/Maps), Finance/Insurance, Pharma/Biotech, Consumer/IoT.
English
Fluent
German
Fluent
Russian
Native or bilingual
Can work on-site
München (up to 50km)
Experience
- Virtual MindsSr. Data Scientist / Sr. Computer ScientistPRESS AND MEDIAJanuary 2025 - January 2026 (1 year)● High-Performance resource allocation via auction● Holistic (multi-campaign & multi-channel) advertisement placement optimization● Algorithmic optimization for NP-Hard/NP-Complete problems● Multiple Knapsack Problem with constraints● Online estimation of parameters in stochastic environments
- Ludaciti GmbChief Analytics Officer (CAO)DIGITAL AND ITFebruary 2019 - December 2025 (6 years and 10 months)Munich, Germany● Mentoring for Advanced Analytics● Multivariate Analysis, Correspondence Analysis, Cause and Effect Analysis, FactorAnalysis, ICA, PCA, etc.Tools: R / RStudio, Python / PyTorch
- Virtual Minds,Sr. Data Scientist / Sr. Computer ScientistSeptember 2022 - January 2024 (1 year and 4 months)• ● Advertisement placement optimization• ● Algorithmic optimization for NP-Hard/NP-Complete problems• ● Polynomial time approximations for exponential time complexity problems• ● Multiple Knapsack Problem with constraints• ● Multivariate Statistics, ML/AI for NP-Hard/NP-Complete problems
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Education
- M.Sc. Degree.Moscow State University1996M.Sc. Degree.