Senior engineer
shipping multi-agent AI
at production scale
20 years in IT, the last 8 focused on highload backend and autonomous AI systems. I build things that actually work in production.
What I'm working on right now
Multi-agent AI platform
In-house project: persistent memory, orchestration pipelines, automated validation. Local LLM agents coordinating work over a shared code surface. Fully autonomous, no external APIs.
Retrieval & context infrastructure
Designing and building RAG pipelines and MCP servers for long-term agent memory, context isolation across teams, and autonomous operation in closed environments.
Prompts as an engineering discipline
Own approaches to designing, validating, and versioning prompts. Embedding them into platform pipelines as first-class artifacts, not magic strings.
ML/LLM for market data
Algorithms and analytics modules for market data: feature engineering, real-time inference, model quality evaluation, integration into product pipelines.
20 years in IT: from leading departments to autonomous AI agents in production.
In-house multi-agent AI platform in production: 41+ agents running in parallel, 150–300 commits/day throughput. Local LLMs, RAG, MCP, Kafka orchestration, persistent memory on PostgreSQL/Redis.
Backend of a very high-load payment system: REST API on Symfony + API Platform, monolith-to-microservices migration, KYC/3DSS/MPI logic, team consulting. 4+ RPS, anti-fraud, observability through Prometheus/Grafana.
Backend of a payment gateway: new features, refactoring, technical debt. Heavy focus on performance: optimising 3-tier SQL queries, intermediate data caching. TDD approach, unit tests on critical logic. Logs in ClickHouse, Docker for local dev.
Backend of a unique CRM system: new features, refactoring, deep work in a legacy codebase with custom CI/CD. Optimising massive 3-tier reporting queries. Composite indexes, join optimisation, aggregated tables. Custom MySQL 5.7 build. Persuaded the team to migrate to Postgres.
Led development of a B2B platform: a multi-functional integration platform for business-process optimisation based on social networks and messengers (Synergy BOT). Large distributed system. Did literally everything from PHP to server deploys and JS. Built the team, went from "approve the budget" to splitting the monolith into microservices. One of the most technically dense projects in my career.
Built the Yantayoga platform solo (backend + frontend + infrastructure). TYPO3 with custom business logic. Architecture design (content, access, logic, payments). Integrations with payment systems and external services. Streaming and video hosting (storage, delivery, playback). Performance and data-layer optimisation.
A network of 50+ real-estate sites with a unified CRM. Architecture design, centralised project management. Cross-posting listings across sites. Internal banner network (traffic distribution between projects). Lead collection and processing. Maintained and extended the portal on Bitrix.
6+ years leading departments and groups of companies before moving into backend development.
2014 – 2015 · 1 year. Brought company products online. Launched OSAGO insurance through the corporate portal. Built an in-house portal — from idea to production.
2008 – 2011 · 3 years. 5+ developers across different projects and companies. Site development, system integrations, team management, priorities, processes. Experience that shows up in architectural decisions.
2005 – 2008 · 3 years. Multi-purpose internet project with a custom CMS, admin system, user support, rollout of new products: payment, SMS, telephony/Skype gateway. Team work.
20 years deep — what I use regularly, what I keep coming back to.
"I deliver". Systems thinking. Reliably effective.
I take on chaotic projects. I help measure, structure and align processes. I don't stop at "it works" — I aim for "it's right".
I design release strategies under load. I think about graceful degradation, rollback, observability. I don't get stuck on a feature — I build a platform.
Background across graphics, tech and logistics. Equally comfortable talking to a manager, a developer, or a founder.
I don't game style, hierarchy, or arguments. I like working with good people who care.
6+ years teaching and running courses on backend development, logic, and architecture. Result: I know how to explain technical things without losing meaning.
Since 2005 — a path through stacks, landscapes, mentorship, leadership. Not the trendiest, but the context is there.