
Product engineer shipping AI-native software end-to-end -> concept to production in days. Currently scaling TechTree from 0 to 27,000+ MAU. Previously early engineer at YC-backed Scape (S24) and Legora (W24, now $5.6B valuation). Founding frontend engineer of KN Solvro - largest IT science club in Poland (160 members). 4× HackYeah hackathon participant, 1st place 2025.
Daily driver across all engagements; advanced generics & type-level features.
SSR, server components, modern app router; built UIs serving 25k+ MAU.
Pipelines processing >1M public docs at Legora.
Self-hosted infra, multi-stage builds, CI parallelization.
Backend services and data tooling at TechTree; ML/LLM integrations.
Production APIs, auth, rate-limiting; migrated Legora from Next API routes.
Schema design, RLS, query/perf tuning at TechTree and Scape.
Gemini, OpenAI, MCP servers, Claude Code workflows.
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