Building products at the intersection of backend, web and applied AI.
Telegram mini-apps, APIs, deploy, CI/CD and production support.
- Python backend and integrations
- Telegram bots and mini-apps
- Deploy, VPS ops, CI/CD
- Practical ML/AI in product workflows
main→ Python core / API architecture / project foundationfeat/frontend→ HTML / CSS / JavaScript / TypeScript / responsive UIfeat/backend→ FastAPI / Django / Flask / REST API / integrationsfeat/ml-ai→ NumPy / Pandas / scikit-learn / feature engineeringfeat/data→ SQL / PostgreSQL / SQLite / Redis / ETLfeat/devops→ Linux / Docker / Nginx / CI/CD / WireGuard / VPS opsrelease/fullstack→ frontend + backend + ML + infra
utwoa.ru— portfolio and proof layer- Telegram products — mini-apps, bots, private-access tooling
- Backend delivery — APIs, integrations, automation
- Applied ML / data — preprocessing, experiments, practical workflows
- Site — https://utwoa.ru
- Telegram — https://t.me/UtwoA
- GitHub — https://github.com/UtwoA

