Sergei Korneev Email and Phone Number
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
Gfk - An Niq Company
View- Website:
- nielseniq.com/global/zh
- Employees:
- 201
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Machine Learning EngineerGfk - An Niq CompanyBerlin, De -
Machine Learning EngineerGfk - An Niq Company Jun 2022 - PresentNuremberg, Bavaria, Germany- 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 surrounding it and mainting MLOps best practices- Developed Generative AI proof-of-concepts within Media Measurement- Gave lecture to colleagues on ML System Design at ML/MLOps community of practices within the company -
Machine Learning EngineerNedra - New Digital Resources For Assets Feb 2021 - May 2022Saint Petersburg Metropolitan Area- 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 employing computer vision and deep learning algorithms -
Machine Learning EngineerNational Center For Cognitive Research Of Itmo University May 2021 - Aug 2021Saint Petersburg Metropolitan Area- 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
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Python Course TeacherBaltic State Technical University "Voenmeh" Named After D.F. Ustinov Sep 2020 - Jun 2021Saint Petersburg Metropolitan Area- Developed and taught Python beginner course for a group of 15 students
Sergei Korneev Education Details
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4.86/5.0 (Deutsches Äquivalent: 1.21) -
4.6/5.0 (Deutsches Äquivalent: 1.6) -
Master Of Business Administration And Engineering
Frequently Asked Questions about Sergei Korneev
What company does Sergei Korneev work for?
Sergei Korneev works for Gfk - An Niq Company
What is Sergei Korneev's role at the current company?
Sergei Korneev's current role is Machine Learning Engineer.
What schools did Sergei Korneev attend?
Sergei Korneev attended Университет Итмо, Балтийский Государственный Технический Университет «военмех» Им. Д.ф. Устинова, Nord Universitet.
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Sergei Korneev
Senior It Security Leader Specialising In Pmo Establishment, Governance, Program Management, Service Delivery And Product DevelopmentDubai, United Arab Emirates -
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Sergei Korneev
Castle Rock, Co3interstaterestoration.com, hotmail.com, firstonsite.com
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