Andrey Naumov
Data Scientist
Moscow, Moscow, Russia
Summary
🤩
Rockstar🎓
Top SchoolAndrey Naumov is a data scientist and AI research engineer with over a decade of experience building data warehouses, leading data and system-analysis teams, and delivering production ML/LLM solutions at major enterprises like Sberbank, Yandex, Huawei and Rostelecom. He combines hands-on data engineering (data lakes, near-realtime reporting, DWH) with R&D in LLM integration and fine-tuning to extract tangible business value across finance, telecom and logistics domains. As a former Head of AI and executive leader, he has overseen cross-functional teams deploying open-source models into product workflows and operationalizing model-driven features. His background in automation and large-scale IoT/predictive systems gives him a practical edge when moving AI from prototype to reliable production. Despite a crisp "Data Geek" GitHub persona, his career shows a rare mix of low-level systems experience and strategic AI productization.
10 years of coding experience
15 years of employment as a software developer
Master's degree, Automation of Technological processes, Master's degree, Automation of Technological processes at Moscow Power Engineering Institute (Technical University)
Английский
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (42)
python10
data-science10
machine-learning10
ml10
deep-learning10
tensorflow10
neural-network10
transformation10
artificial-intelligence9
spark9
dbt9
data-mesh9
pipeline9
deep-neural-networks9
sql9
Programming languages (4)
Github contributions (5)
lytkarinskiy/opc2mqtt
Mar 2017 - Feb 2024
Contributions:19 pushes, 1 branch in 7 years
lytkarinskiy/sim31
Apr 2017 - Apr 2017
Contributions:80 pushes, 1 branch in 14 days
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