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Founder and consultant helping engineering teams ship AI that survives audits, lawyers, and production — without slowing the engineering org down.
MA in Law (University of Wroclaw) + NeurIPS & ACL published AI researcher. 14+ years bridging two worlds most companies hire separately. I ship AI that makes it past both code review and legal review — which is why engineering orgs in regulated domains (legal, tax, finance, healthcare) trust me with the hard calls.
Trusted by leading organizations
These are the challenges I help CTOs and engineering leaders solve
Endless POCs that never ship. Leadership is losing patience.
I use a Forward-Deployed Engineering approach to turn stalled pilots into staged, production-minded releases.
Avaya: real-time speech analytics in productionLangChain vs LlamaIndex vs custom? GPT-4 vs Claude vs open source? Analysis paralysis.
I bring research-backed recommendations and build what works for your specific needs.
CLARIN-PL: Built Polish NLP infrastructure from scratchAI feels like a black box. You can't quantify impact or justify continued investment.
Every project I deliver includes measurable business metrics and clear ROI.
Construction AI: risk forecasting on live project dataDealing with a different AI challenge? Let's talk
Dual degree in Computer Science and Law. I help teams ship AI that's both technically rigorous and legally defensible — before your regulator, client, or board asks the hard questions.
Three engagement models designed around your timeline and goals
Production AI systems, from retrieval over legal corpora to computer vision on video
Production AI systems, shipped and running
Lukasz brings a rare combination of deep academic knowledge and practical engineering skills. His ability to translate complex research into production-ready systems is exceptional.
Professor & Research Lead
Wroclaw University of Science and Technology
Interactive tools to help you evaluate and plan AI initiatives
Peer-reviewed work at top venues including NeurIPS, ACL, and EMNLP
Presenting research at top AI and NLP conferences worldwide
A proven methodology for delivering production AI systems at startup speed with enterprise reliability
Not just a consultant who delivers and leaves. I work alongside your engineers, understanding your codebase, culture, and constraints.
Rapid deployment methodology honed across enterprise, startup and research projects. Start with a working slice, then harden it for production.
NeurIPS and ACL publications meet real-world engineering. Academic rigor with startup speed.
Deep dive into your business context, data landscape, and technical requirements. Deliver architecture blueprint and project roadmap.
Rapid iteration on core functionality. Working prototype with real data integration and initial model training.
Scale, optimize, and prepare for production. Performance tuning, testing, documentation, and team handoff.
Continuous monitoring, optimization, and feature expansion based on production feedback and evolving needs.
Deep dive into your business context, data landscape, and technical requirements. Deliver architecture blueprint and project roadmap.
Rapid iteration on core functionality. Working prototype with real data integration and initial model training.
Scale, optimize, and prepare for production. Performance tuning, testing, documentation, and team handoff.
Continuous monitoring, optimization, and feature expansion based on production feedback and evolving needs.
Ready to get started? Book a discovery call
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Free 30-minute discovery call. Bring your use case and your compliance constraints — we'll figure out together whether this is a fit. No slides, no pitch.
Typical engagement: working slice first, then staged production hardening
Deep dives into AI, machine learning, and production system design