Bridging AI Innovation & Business Value
I'm Michał Kurkowski, an AI Tech & Team Lead specializing in enterprise-grade LLM systems and autonomous agent architectures that solve real business problems.
I'm Michał Kurkowski, an AI Tech & Team Lead specializing in enterprise-grade LLM systems and autonomous agent architectures that solve real business problems.
Hi 👋 I'm Michał Kurkowski, an AI specialist with 9+ years of experience in systems development. I've mastered advanced techniques in LLM architectures, prompt engineering, and autonomous agent systems while maintaining a sharp focus on production-ready implementations.
My technical core expertise includes designing complex multi-agent architectures, implementing enterprise-grade RAG pipelines, fine-tuning and evaluating LLMs, and creating robust AI system architectures with proper validation frameworks, guardrails and monitoring.
Having held leadership roles (including COO and CEO positions), I balance deep technical capabilities with business understanding, allowing me to translate advanced AI concepts into solutions that deliver measurable ROI while optimizing for cost-efficiency and scalability.
Designing and implementing sophisticated multi-agent architectures that automate complex workflows and decision-making processes.
Building advanced Retrieval-Augmented Generation systems that enhance LLM capabilities with domain-specific knowledge bases.
Establishing and scaling specialized AI teams, providing mentorship and developing talent while fostering innovation.
Translating complex technical concepts into business value, optimizing operational costs and enhancing productivity.
Developing custom fine-tuning strategies and comprehensive evaluation frameworks for optimal LLM performance.
Implementing guardrails and validation frameworks to ensure safe and responsible AI implementation.
As an AI specialist, I focus on developing solutions in the following domains:
Due to confidentiality agreements (NDAs), I don't showcase specific client projects or results. However, my experience includes:
As the Founder and AI CTO of Utrenica, I developed these proprietary AI solutions:
Advanced sentiment analysis and feedback processing platform that transforms unstructured customer communications into actionable business intelligence.
Developed at Utrenica (Founder & aiCTO)
Intelligent document analysis and information extraction system that processes complex documents with high accuracy and contextual understanding.
Developed at Utrenica (Founder & aiCTO)
AI-driven sales automation and strategic lead engagement platform enhancing sales teams' effectiveness through personalized outreach.
Developed at Utrenica (Founder & aiCTO)
"Blueprint for AI Agent That Analyzes Customer Support Calls"
"Building AI-tools for Business Using the Newest Technology Breakouts"
"Constructing AI-Driven Systems Utilizing Large Language Models (LLM)"
Stanford Online & DeepLearning.AI
AWS & DeepLearning.AI
Adam Mickiewicz University in Poznań, 2016-2020
Gdańsk University of Technology, 2012-2016
Whether you're looking to implement AI solutions, build a specialized team, or need strategic guidance on your AI journey, I'm here to help turn your vision into reality.
Poznań, Poland
+48 791 958 123
mk.kurkowski93@gmail.com