May 2025 – Jun 2026
Full Stack Engineer
Contera AI — Wrocław, Poland
- Took an AI-powered Google Ads automation platform from architecture to production as the only engineer — Next.js/TypeScript application, PostgreSQL data model, LLM pipelines, billing, deployment, and monitoring. Reached 50 paying customers.
- Built multi-stage generation workflows: website extraction → LLM analysis → structured ad-asset generation → validation → streaming progress → persistence.
- Built and self-hosted an MCP server exposing internal tools to Claude — campaign queries, database reads, ad-copy generation — collapsing manual campaign audits into a single conversational query.
- Designed the job queue end to end: ordering, retries, persisted status, credit deduction, and failure notifications, so a failed generation never silently burned a customer's credits.
- Ran production infrastructure solo: provisioned the VPS, Nginx/PM2, centralized error tracking, and query-level optimization on the campaign-metrics tables.
- Integrated Google Ads API, Stripe subscriptions with webhooks, and Cloudflare domain verification; automated recurring workflows via n8n.