Can AI replace your development team?
AI is powerful, but does it work in every context? In this article, you'll discover when AI enhances development and when it can't replace developer teams.

at Boldare - Product Design and Development Company
Olivier Halupczok is a Generative AI / LLM Engineer based in Warsaw, Poland, specializing in building production-grade AI systems that deliver measurable business outcomes. With 6 years of software engineering experience—including 3 years focused specifically on AI/ML—he brings deep expertise in RAG pipelines, multi-agent orchestration, voice AI systems, and LLMOps evaluation frameworks. At Boldare, Olivier has delivered over 40 LLM-based Proofs-of-Concept for enterprise clients, with 3 converting to commercial implementations and 4 resulting in published case studies. His work spans AI assistants achieving 98-99% accuracy, document processing systems saving users 30+ minutes per interaction, and e-commerce AI solutions delivering €150K in cost savings. Olivier co-authored and maintains the open-source Boldare AI Assistant—a NestJS library for rapid AI app prototyping available on npm. He also serves as a member of the AI Working Group assisting the Polish Ministry of Digital Affairs on national AI adoption strategy.