Warsaw, Mazowieckie, Poland
Pragmatic early adopter & problem solver. I design multi-agent AI systems with planning & memory, then coach teams to run them smoothly. I scaled a distributed team of 50 devs to build and maintain a GraphQL platform. My journey began in assembly - coding on Zilog Z80, Motorola 68k and DSP 56k taught me to optimize at the hardware level. I then moved up to enterprise Java/JEE backends and built full-stack apps with Angular, React, Ionic, Node.js and TypeScript. With 20+ years of software experience, Iโve led ML/AI integrations, mobile and web projects across real estate, fintech, education, medical (drug and pharma software), travel and media โ always following agile and DevOps practices. Today I focus on specification-driven and agentic higher-level abstractions - crafting frameworks where autonomous agents work together toward human goals. As an AI Holistic Advocate I mentor colleagues, champion ethical design and connect technology with real-world impact. Letโs connect if youโre interested in building responsible, scalable AI solutions that evolve from assembly all the way up to autonomous systems. NOTE I donโt respond to generic recruitment requests that arenโt a good fit for my specific expertise.
Architected comprehensive agentic AI real estate platform MVP from concept to production, serving homeowners, residents, HOAs, commercial properties with intelligent automation. ๐๐ผ๐ฟ๐ฒ ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐๐ Built advanced AI agents for automated document processing with hierarchical reasoning - extract, correlate, synthesize information across leases, maintenance records, legal documents, eliminating manual data entry (90% processing reduction). Implemented Perplexica integration with augmented retrieval for resident inquiries, achieving contextually accurate responses. Designed stateful agent workflows with persistent memory enabling coherent cross-session behavior for complex property operations. ๐๐ด๐ฒ๐ป๐๐ถ๐ฐ ๐๐ฒ๐๐ฒ๐น๐ผ๐ฝ๐บ๐ฒ๐ป๐ Comprehensive evaluation of cutting-edge agentic AI tools: Cursor, Windsurf, GitHub Copilot, Cline - established best practices for AI-assisted workflows, responsible implementation. Introduced AI-assisted methodologies: pair-programming with AI tools, code review workflows, memory bank systems maintaining shared codebase awareness across agentic sessions. ๐ฃ๐ฟ๐ผ๐ฑ๐๐ฐ๐๐ถ๐ผ๐ป ๐๐๐น๐น-๐๐๐ฎ๐ฐ๐ธ ๐๐ป๐ด๐ถ๐ป๐ฒ๐ฒ๐ฟ๐ถ๐ป๐ด Developed complete platform infrastructure: CI/CD pipelines, DevOps automation, monitoring (99.9% uptime), scalable monorepo architecture (NX/NestJS), database design, authentication systems, real-time document processing backend. Standard MVP team coverage - rapid iteration supporting AI feature development.
Led adaptation and release of mobile version. Integration of mobile features like native OAuth sign-ins and RevenueCat for seamless subscription management. A key success factor was to establish robust build automation, utilizing streamlined CI/CD deployments to ensure quality and ensure rapid updates.