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Vladislav Bekmemetev

@vladislavbekmemetev

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Database engineer at Profi.ru running 130+ MySQL hosts and building LLM systems for SQL review and delivery.

Vietnam

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What I'm looking for

I'm pivoting into AI integration and research.

At Profi.ru, I run production MySQL across 130+ hosts and about 150 TB, handling Percona XtraDB clusters, replication, and ProxySQL routing.

I built an LLM assistant that reviews SQL changes against rules distilled from past human reviews, then prepares approved changes for delivery. I use it daily, with a human firing each script by design.

I'm now pivoting into AI integration and research. My projects include a production-schema PII classifier and experiments with base models, activation steering, and LLM-driven systems.

Experience

Work history, roles, and key accomplishments

DevOps engineer

ATG LLC

Nov 2023 - Dec 2024 (1 year 1 month)

Automated deployment of the company's core platform using Docker and Ansible. Built a dockerized backup system and managed corporate infrastructure including GitLab, Jira, and OpenVPN.

Ansible Docker Gitlab CI Kubernetes Helm PostgreSQL MySQL Nginx HAProxy Zabbix Loki Grafana

Technical translator

MSU's Institute of Mechanics

Jan 2018 - Jan 2023 (5 years)

Provided written technical translation in nuclear industry, metallurgy, and physics, and conducted research work at MSU's Institute of Mechanics.

Education

Degrees, certifications, and relevant coursework

Lomonosov Moscow State University

Specialist, Mechanics and Mathematics

2012 - 2018

Activities and societies: Exchange semester at the University of Tokyo (2018); published one mechanics article (2020).

Specialist degree from the Faculty of Mechanics and Mathematics, including an exchange semester at the University of Tokyo in 2018 and a published mechanics article in 2020.