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KSKirill Sokolov

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.post · tm.educ

Selected work

All projects
The tm.post mini app: plan, remaining publications, counters and the create-post button

AI product

tm.post

An AI platform for creating and publishing content.

From idea to published post in one minute

  • AI generation
  • AI adaptation
  • Content plan
  • Publishing
The tm.educ mini app: subscription, lesson counters, schedule and student list

AI product

tm.educ

An AI platform for teachers, students and parents.

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 150
people in the teams
2+
own products in production
  1. AI Strategy

    We find where AI genuinely creates value.

  2. AI Product

    We turn the scenario into a working product.

  3. AI Automation

    We automate processes, data and interactions.

  4. AI Systems

    We build LLMs, RAG, agents and production infrastructure.

From the problem to production

  1. Take it apart

    Understand the task, the processes and the points where AI genuinely creates value.

  2. Design it

    Scenario, architecture, data and the limits of the system.

  3. Build it

    Product, interface, integrations and the AI logic.

  4. 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 150 people.

I work where technology, business, research, education and government meet — where hard problems need a systematic approach.

Today I carry that experience into AI: problem → architecture → product → production.

  1. 2010–2016Selectel
  2. 2016–2023VK.com
  3. 2023–2024Metodium
  4. 2024–2026Sirius University
  5. 2026–AI · Products · Founder

The problem first. Then AI

We take the process apart, settle where AI is genuinely needed, and design a system that works.