AI Product Architect - Crisis Manager
I help high-growth AI startups go from chaos to GTM in months, not years. I've launched two AI SaaS products, scaled teams from 0 to 20+ autonomous employees, and built businesses from scratch to profit. I don't just manage products - I architect them.
Philosophy
Most AI projects fail not because of bad technology - they fail because of bad execution. Vague roadmaps, undefined unit-economics, teams without structure, and features without users. I've been inside that chaos. I've shipped from it.
I operate on the "Document 18" principle: relentless iteration. Version 1 is a hypothesis. Version 18 is a product. I don't stop until the output is production-perfect.
Presented on AI product strategy and startup execution at Moscow State University.
Published thought leadership articles on AI product development and startup strategy.
Fully fluent for US/EU stakeholder management, investor relations, and technical specs.
Built a full PDF-automation engine with live Ozon scraping in a single overnight session.
Track Record
3+ years. Every role was a fire. Every fire was shipped.
Project Manager
Joined a team in full chaos. No roadmap. No defined users. No processes. In 4 months, shipped 2 AI SaaS products, scaled the team from disarray to 20+ autonomous employees, and prepared a full RU-market GTM strategy.
AI-driven hiring automation with voice interviews, GPT-powered candidate evaluation, and TTS. Fully compliant with 152-FZ data regulations.
Perplexity-like agentic environment with sandboxed execution environments, role-based access control, and multi-LLM routing.
Product Manager
Managed large-scale infrastructure projects autonomously in MBO format at one of Russia's most ambitious Special Economic Zones. Built financial models for a "city of the future" concept, covering infrastructure, analytics, and educational methodology design.
Founder - Product Owner
Founded and launched an offline VR entertainment business from 0 investment to 150k RUB/month profit in just 3 months. With a 500k RUB initial investment, achieved full payback in 3 months. Built all operational, financial, and HR systems from scratch.
3D Designer - Technical Lead
Operated in a hardware-software intersection. Worked with CNC lasers, SLA/FDM 3D printing, and robotics kits. Developed 3D models and technical documentation under tight delivery timelines.
Built By Hand
Real products. Real users. Real revenue.
Full-cycle AI hiring automation. Voice screening, GPT candidate analysis, automatic TTS interview generation. B2B, RU-compliant.
Agentic environment with sandboxed execution, multi-LLM routing, and role-based access. Think Perplexity meets internal company OS.
Built overnight: live Ozon product scraping, dynamic data processing, and automated PDF generation pipeline. Zero to production in a single session.
Capabilities
Product thinking meets technical depth.
Let's Build
I work with founders and CTOs who need an operator, not an advisor. If you're building an AI-first product and need someone who ships - let's talk.