BM

ai engineering

Projects

Working products, not slides. Each one has a live link — or an honest note on why it does not.

in production2026

AI-Cards

A platform that assembles marketplace product cards for Wildberries and Ozon — imagery and SEO copy from a single description. Runs as a franchise: partners resell generation to sellers under their own brand.

Our roleDesigned and built end to end — generation, storage, admin panel, and the partner layer with referrals and ranking. Taken all the way to production.

  • Python
  • FastAPI
  • Gemini 3.1 Pro / Flash
  • Next.js 16
  • Firebase
  • Cloud Run
MVP2026

QAForge

Turns a user story into a structured set of manual test cases in one click. Built for QA engineers and small teams where writing cases by hand costs more than running them.

Our roleThe product from problem statement to interface: the test-case domain model, the prompts, the generation, and an editor built around human review.

  • Next.js 16
  • TypeScript
  • Claude API
  • Supabase
  • Tailwind
under NDA2026

Facade Glazing Calculator

Prices building glazing quotes — curtain walls, ventilated facades, doors and railings. It replaced hand-kept spreadsheets that quietly dropped ancillary materials, and the margin along with them.

Our roleTurned the standards into calculation rules, then built the application and a spec parser. AI is wired in only where a mistake does not cost money.

  • Python
  • Streamlit
  • Claude via AWS Bedrock
  • Cloud Run