Apr 2024 - Present
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Ilya Tkachev Email & Phone Number
ML-Engineer
at
SberDevices
LinkedIn matched
✓ Verified May 2026
3 data sources
Profile completeness 86%
Current company
Role
ML-Engineer
Location
Russia, Russian Federation, Russian Federation
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Ilya Tkachev is listed as ML-Engineer at SberDevices, based in Russia, Russian Federation, Russian Federation. AeroLeads shows a matched LinkedIn profile for Ilya Tkachev.
Ilya Tkachev previously worked as Machine Learning Engineer at Sberdevices and BigDataCourse Mentor at Bigdata Team. Ilya Tkachev holds Master'S Degree, Mathematics And Computer Science from Saint Petersburg State University Of Finance And Economics.
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SberDevices
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Profile bio
About Ilya Tkachev
Work experience with:- languages: Python, R(basic), PHP, Scala(pipelines for Spark), C++(basic)- frameworks: PyTorch, Hadoop (Zeppelin, Spark, HDFS), Airflow (create and customize DAG), Luigi- databases: ClickHouse, PostgreSQL, Hive, Redis- linux-server, Bash- docker, creating custom images, build project with docker-compose- gitlab, customize CI/CD process with gitlab-ci.yml. Full circle: from testing to deploy- django, demo service for image segmentation (https://github.com/iptkachev/dls_project) и demo А/Б admin platform for experiments(https://github.com/iptkachev/ab_platform)5th place (2nd VK case) VKhackaton 2019 with team as Data Scientist Researcher.I've been taking courses on the MOOC platforms Coursera, Stepik. I read english literature freely.Paper set is explored https://github.com/iptkachev/papers/blob/main/README.md. Some papers are implemented using python https://github.com/iptkachev/my_ml_algorithms.Did course dlcourse.ai (done homeworks https://github.com/iptkachev/dlcourse_ai)Workflow preferences:- start from simple hypotheses and transform to complicated things- obligated code review- don't do ML for ML- ML engineer is an engineer so he must understand CS and write clean code- tracking in jira, documentation to confluence
Current workplace
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7 roles
Ilya Tkachev work experience
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Bigdatacourse Mentor
Current- Mentor students with homeworks- Collaboration in developing course materials
Aug 2022 - Present
Aug 2022 - Mar 2024
Ml-Engineer
- Adhoc analytics and analysis of customer behaviour for generating new insights.- Prepared A/B experiments and post analysis. Developed data pipeline for calculating more than 200 experiments simultaneously from collecting raw logs to deploying in Airflow.- Developed ML model, which boosts selection customers for A/B experiments. Response from previous.
Jan 2021 - Aug 2022
Ml-Engineer
-Developed and deployed micro-service for smart budget pacing using paper research https://arxiv.org/pdf/1506.05851.pdf.- Developed and deployed micro-service for targeting on musician listeners https://vk.com/press/music-target.-Improved CTR-prediction with new features.-Stack: PHP, Python, Spark, MySQL, ClickHouse, Redis, Airflow, Luigi.
Feb 2020 - Nov 2020
Data Science Researcher
-Multi-label classification of economic organization types. Used bank transactions data. Built text embeddings instead of simple approaches for pre-processing texts.-Adhoc analytics.-Stack:Python, Spark, Hive.
May 2019 - Feb 2020
Risk Management Analyst
- Risk management of trading platform.- Analytic of trade sections, research and implementing solutions for risk issues.- Developed with team CRM web service for risk analytics and smart risk management.- Stack: Python, Django, ClickHouse, PostgreSQL.
Oct 2018 - May 2019
1 education record
Ilya Tkachev education
FAQ
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What company does Ilya Tkachev work for?
Ilya Tkachev works for SberDevices.
What is Ilya Tkachev's role at SberDevices?
Ilya Tkachev is listed as ML-Engineer at SberDevices.
Where is Ilya Tkachev based?
Ilya Tkachev is based in Russia, Russian Federation, Russian Federation while working with SberDevices.
What companies has Ilya Tkachev worked for?
Ilya Tkachev has worked for Sberdevices, Bigdata Team, Yandex, X5 Retail Group, and Vk.Com.
How can I contact Ilya Tkachev?
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What schools did Ilya Tkachev attend?
Ilya Tkachev holds Master'S Degree, Mathematics And Computer Science from Saint Petersburg State University Of Finance And Economics.
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