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Peter Shevchenko

@petershevchenko

AI Engineer at Verme who designed an LLM platform adopted by three product teams.

Serbia
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At Verme, I designed the target architecture and development plan for a corporate LLM platform adopted by 15 users across three product teams. It enabled up to 5× faster completion of common tasks than manual workflows.

I also built MCP servers and agent skills for internal systems and data, with Human-in-the-Loop controls for potentially unsafe actions. In my earlier Python Backend Developer role at Verme, I refactored payable-time calculation and workforce-scheduling modules for major clients.

At ITMO University’s Research Center “Strong AI in Industry,” I developed and reviewed code for GOLEM, FEDOT, and GAMLET. I also contributed to a peer-reviewed AutoML paper and developed API endpoints for an urban-analysis LLM assistant using RAG.

Earlier, at Way2Win, I enhanced and supported a training-event platform with Telegram and Zoom integrations. At Portal-Yug LLC, I developed and implemented a lease accounting subsystem that saved approximately 100 person-hours per month.

Experience

Work history, roles, and key accomplishments

VE
Current

Senior Developer / AI Engineer

Verme

Jan 2025 - Present (1 year 10 months)

Designed target architecture for a corporate LLM platform adopted by 15 users across three product teams, enabling up to 5x faster task completion. Built MCP servers and agent skills, adding Human-in-the-Loop controls for unsafe actions.

VE

Python Backend Developer

Verme

Jun 2024 - Dec 2024 (6 months)

Contributed to a workforce management platform used by 30+ major retail companies. Refactored payable-time calculation and scheduling modules, making enhancements 3x faster and helping retain four major clients.

ITMO University logoIU

Machine Learning Engineer

ITMO University

Nov 2021 - May 2024 (2 years 6 months)

Developed and reviewed code for open-source AI/AutoML projects (GOLEM, FEDOT, GAMLET) with 800+ combined GitHub stars. Co-authored a peer-reviewed AutoML paper and developed API endpoints for an LLM assistant with RAG.

WA

Python Backend Developer

Way2Win

Sep 2020 - Oct 2021 (1 year 1 month)

Enhanced and supported a training-event platform across 5 events with 50-200 call-center employees each, including Telegram/Zoom integration, bot-based participant matching, and meeting recording.

PL

1C Consultant-Developer

Portal-Yug LLC

Jun 2015 - Jul 2017 (2 years 1 month)

Developed and implemented a lease accounting subsystem that consolidated data from heterogeneous lease documents for monthly payment processing across 600+ real-estate lease agreements, saving approximately 100 person-hours per month.

Education

Degrees, certifications, and relevant coursework

ITMO University logoIU

ITMO University

Master's Program, Big Data and Machine Learning

Master's program in Big Data and Machine Learning, not completed.

ITMO University logoIU

ITMO University

Bachelor's Degree, Optical and Quantum Technologies in Communications

Bachelor's degree in Optical and Quantum Technologies in Communications.

KI

Krasnodar College of Electronic Instrumentation

Secondary Vocational Education, Applied Computer Science

Secondary vocational education in Applied Computer Science.

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