Anton Alekseev
Senior MLOps SRE at Peter the Great St.Petersburg Polytechnic University
St Petersburg, St Petersburg City, Russia
Summary
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Senior🎓
Top SchoolAnton Alekseev is a Senior MLOps SRE with nine years of experience building and running cloud-native infrastructure and ML platforms across industry and academia. He has designed and operated production ML tooling—Kubernetes, Seldon/KServe, ClearML, Triton—and optimized GPU sharing and container runtimes for efficient model workloads. At Avito and Selectel he led MLOps platform work and before that delivered end-to-end DevOps and IIoT solutions for Gazprom Neft, combining Python backend, Terraform/Ansible automation, and OpenStack/Proxmox administration. He also teaches masters-level courses and leads curriculum development for Yandex Practicum, bringing practical lab infrastructure to students and managing authors and cloud cost optimization. Anton holds advanced degrees in cyber-physical systems and is completing PhD work, a background that informs his focus on reproducible, auditable ML pipelines and industrial control integrations. Colleagues know him for pragmatic automation that bridges research prototypes to reliable production systems.
9 years of coding experience
8 years of employment as a software developer
Doctor of Philosophy - PhD, Doctor of Philosophy - PhD at Peter the Great St.Petersburg Polytechnic University
English, French, Russian
Stackoverflow
1reputation
0reached
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Github Skills (48)
trains9
version-control9
experiment9
selectel8
dashboard8
monitoring8
mysql8
monitor7
machine-learning-models7
visualization7
data-management7
analytics7
machine-learning7
clearml7
prometheus7
Programming languages (7)
Github contributions (5)
antonaleks/LinuxPractice
Feb 2022 - Sep 2024
Задание для курса ПО облачных платформ. Linux
Contributions:1 release, 22 reviews, 2 PRs in 2 years 7 months
antonaleks/ya-praktikum-infra
Jun 2022 - Sep 2022
Contributions:43 commits, 1 branch in 2 months
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