Head of AI · Technical Founder
Hard problemsAI architectureA product that runs
I design and ship AI systems —from scenario to production
20+ years in technology and infrastructureVK · Sirius University · tm.hub · tm.post · tm.educ
Selected work
All projects
AI platform
tm.hub
A platform of AI modules, each solving one task on a company's documents and data.
The problem first. Then AI
- Document parsing
- Rules
- Source per finding
- Report
Web · Telegram · self-hosted
AI agent
tm.post
An AI agent that runs social media for a small business.
From idea to published post in one minute
- AI generation
- AI adaptation
- Content plan
- Publishing
Telegram · VK · MAX
AI service
tm.educ
A service for tracking lessons and payments between tutor, student and parent.
Lessons, schedule and payment in one place
- Lessons
- Balance
- Schedule
- Payment
- AI tutor
Telegram · MAX · AI
Experience
- 20+
- years in technology and infrastructure
- 10+ years
- large-scale technology systems · VK
- up to 100
- people in the teams
- 3
- own products in production
Expertise
All directionsAI Strategy
I find where AI genuinely creates value.
AI Product
I turn the scenario into a working product.
AI Automation
I automate processes, data and interactions.
AI Systems
I build LLMs, RAG, agents and production infrastructure.
From the problem to production
Take it apart
Understand the task, the processes and the points where AI genuinely creates value.
Design it
Scenario, architecture, data and the limits of the system.
Build it
Product, interface, integrations and the AI logic.
Ship it
Production, monitoring, operations and what comes next.
About
My road to AI
20+ years in technology and infrastructure.
VK.COM, Selectel, Sirius University. Large-scale technology systems, infrastructure, operations and managing teams of up to 100 people.
I work where technology, business, research, education and government meet — where hard problems need a systematic approach.
That experience now sits in AI: three of my own products run in production, with paying customers, payments and support. On each one I chose the niche, worked the economics, designed the architecture and shipped it myself.
Alongside that I take on client work. It brings revenue and shows what the market actually pays for — which is how design firms, construction and marketplaces ended up on the product roadmap.
- 2010–2016Selectel
- 2016–2023VK.com
- 2023–2024Metodium
- 2024–2026Sirius University
- 2026–AI · Products · Founder
The problem first. Then AI
We take the process apart, settle where AI is genuinely needed, and I design a system that works.