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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 and 30+ production systems 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 deploy production AI in 4-6 weeks with my Forward-Deployed Engineering approach.
Avaya: 500K calls/day 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: 88% accuracy, 20% cost avoidanceDealing 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 delivering measurable business impact
87% reduction in legal research time
90% cost reduction in video processing
Global-scale AI for Panasonic — 2+ years
Real outcomes from production AI systems
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 over 30+ projects. From concept to production MVP in 4-6 weeks.
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: MVP in 4-6 weeks | Full production in 2-3 months
Deep dives into AI, machine learning, and production system design