Sergey Naumov
Lead Machine Learning Engineer at Nedra Digital
Frankfurt, Hesse, United States
Summary
👤
Senior🎓
Top SchoolSergey Naumov is a Lead Machine Learning Engineer with nine years of experience building and deploying deep learning systems, specializing in computer vision, time series forecasting, and generative models. Based in Frankfurt and educated at Saint Petersburg State University, he has driven end-to-end product delivery and MLOps adoption on corporate clusters, raising team efficiency and enabling reliable production deployments. He built a RAG-based document chatbot with robust table and image parsing, and developed diffusion and GAN models—using LoRA fine-tuning—that produced images experts judged indistinguishable from real ones over 80% of the time. Sergey combines hands-on model optimization (pruning, quantization, distillation) with practical industrial applications, from video analytics for safety to cost-saving forecasting in drilling operations. He also hires and mentors ML engineers, blending technical leadership with a knack for translating research into production-ready solutions.
10 years of coding experience
4 years of employment as a software developer
Master's degree, Mathematics and Computer Science, Master's degree, Mathematics and Computer Science at Saint Petersburg State University
Github Skills (48)
python8
api8
autonomous-agents8
ai8
segmentation8
cryptocurrency8
artificial-intelligence8
claude8
trading8
javascript7
llm7
openai7
bitcoin7
ethereum7
exchange7
Programming languages (4)
Github contributions (5)
greenbarrow/easy-tests
Mar 2018 - Jun 2018
Project for creating and passing any tests online
Contributions:17 PRs, 36 pushes, 8 branches in 2 months
javascriptpassing
greenbarrow/xslt_tools
Oct 2018 - Jul 2019
Automate the generation and conversion of xslt files. Automation of development.
Contributions:63 pushes, 1 branch, 2 issues in 8 months
pythonxslt-filesautomationconversionxslt
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