I build AI systems that work in production—not just demos. 3 years shipping GenAI products (voice AI, multi-agent automation, RAG pipelines) plus 6 years in software engineering taught me what most engineers learn too late: the hard part isn't building AI, it's making it reliable at scale.
Member of the AI Working Group assisting the Polish Ministry of Digital Affairs on AI adoption strategy—bringing lessons from shipping real products into policy conversations.
Co-author & Core Maintainer
Open-source NestJS library for rapid AI app prototyping with OpenAI Assistant API. Features function calling, TTS/STT, file support, WebSockets, REST API. Available on GitHub and npm.
GenAI Engineer / AI Tech Lead
End-to-end GenAI architecture for AI-driven English learning—real 1:1 lessons with a native speaker feel. Hybrid AI stack combining multiple LLM providers with open-source speech models (STT/TTS/S2S). GCP infrastructure for GPU inference, multi-agent system generating adaptive lesson plans.
GenAI Engineer
Proposed and designed AI pipeline for Saudi Arabia's largest temporary work marketplace. Gemini-powered CV parser replacing manual entry. A/B tested AI messaging strategy.
GenAI Engineer
WhatsApp-integrated AI assistant for bulk shipping platform—users trade and track cargo via natural language. OpenAI Assistant API with RAG, GPT-4. Presented at Intercem 2023 Istanbul.
GenAI Engineer
AI-powered product content generation for Dutch price comparison platform. OpenAI API generates pros/cons for all products automatically.
GenAI Engineer
Internal knowledge base PoC—employees query company data via conversational AI. Built with ChatGPT and OpenAI Assistant by small team.
GenAI Engineer
B2B task automation with Gmail/Outlook integration. State-of-the-art memory and retrieval system. Continuously gathers context, groups messages, automates calendars.
Software Engineer
Redesigned production big data system analyzing global radio signals. Migrated Java → Python, reduced microservices count, redesigned DB schema. Added real-time anomaly detection and ML-based transmission prediction.
Case studies and insights from building production AI systems.
View All Publications →Open to full-time GenAI Engineer roles. Based in Poland, available globally.
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