Sergei Korneev Email & Phone Number
Who is Sergei Korneev? Overview
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Sergei Korneev is listed as Machine Learning Engineer at GfK - An NIQ Company, a company with 201 employees, based in Berlin, Berlin, Germany. AeroLeads shows a matched LinkedIn profile for Sergei Korneev.
Sergei Korneev previously worked as Machine Learning Engineer at Nedra - New Digital Resources For Assets and Machine Learning Engineer at National Center For Cognitive Research Of Itmo University. Sergei Korneev holds Master'S Degree, Knowledge Extraction And Decision Making In Financial Systems, 4.86/5.0 (Deutsches Äquivalent: 1.21) from Университет Итмо.
Email format at GfK - An NIQ Company
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About Sergei Korneev
ML Engineer with nearly four years of experience, working in Germany. With experience working on projects that span from classical ML and time series analysis to CV and NLP, I've developed expertise in creating and deploying machine learning systems. My background in software engineering and data science has equipped me with a unique understanding of how to apply machine learning to real-world problems.I leverage my skills in cloud technologies, MLOps best practices, and more to deliver machine learning solutions that improve decision making and optimise business operations.e-mail: korneevsk.work@gmail.com
Sergei Korneev's current company
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Sergei Korneev work experience
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Machine Learning Engineer
Current- Accelerated inference speed by 15% without accuracy loss using GCP-based pipelines for forecasting ML models, leveraging Docker, VertexAI, and GitLab CI- Optimised an AWS-based solution for media measurement of radio ratings resulting in accelerating the runtime by 9.5 times by improving the linear problem optimisation aspects and the codebase.
Machine Learning Engineer
- Optimised neural networks for SOTA CV models using algorithmic and programming methods by 60% - Deployed on edge devices (Nvidia Jetson) with TensorRT and ONNX- Developed a customizable risk management dashboard with an ETL pipeline for data transfer- Created a Video Analytics platform, using CV to detect real-time safety violations, through a prototype.
Machine Learning Engineer
- Developing a method of controllable text generation- Researched and developed LLM based (ruGPT-3) virtual assistants for banks- Solving NLP problems and developing recommendation systems in financial domain
Python Course Teacher
- Developed and taught Python beginner course for a group of 15 students
Sergei Korneev education
Master'S Degree, Knowledge Extraction And Decision Making In Financial Systems, 4.86/5.0 (Deutsches Äquivalent: 1.21)
Bachelor'S Degree, Software Engineering, 4.6/5.0 (Deutsches Äquivalent: 1.6)
Master Of Business Administration - Mba, Master Of Business Administration And Engineering
Frequently asked questions about Sergei Korneev
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What company does Sergei Korneev work for?
Sergei Korneev works for GfK - An NIQ Company.
What is Sergei Korneev's role at GfK - An NIQ Company?
Sergei Korneev is listed as Machine Learning Engineer at GfK - An NIQ Company.
Where is Sergei Korneev based?
Sergei Korneev is based in Berlin, Berlin, Germany while working with GfK - An NIQ Company.
What companies has Sergei Korneev worked for?
Sergei Korneev has worked for Gfk - An Niq Company, Nedra - New Digital Resources For Assets, National Center For Cognitive Research Of Itmo University, and Baltic State Technical University "Voenmeh" Named After D.F. Ustinov.
How can I contact Sergei Korneev?
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What schools did Sergei Korneev attend?
Sergei Korneev holds Master'S Degree, Knowledge Extraction And Decision Making In Financial Systems, 4.86/5.0 (Deutsches Äquivalent: 1.21) from Университет Итмо.
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