Über 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.
Englisch
Verhandlungssicher
Deutsch
Verhandlungssicher
Russisch
Muttersprachlich oder zweisprachig
Vor Ort möglich
München (bis zu 50 km)
Projekt- und Berufserfahrung
- Virtual MindsSr. Data Scientist / Sr. Computer ScientistPRESSE & MEDIENJanuar 2025 - Januar 2026 (1 Jahr)● 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)DIGITALAGENTUREN & IT-CONSULTINGFebruar 2019 - Dezember 2025 (6 Jahre und 10 Monate)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 - Januar 2024 (1 Jahr und 4 Monate)• ● 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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Ausbildung und Abschlüsse
- M.Sc. Degree.Moscow State University1996M.Sc. Degree.