IT Talk: Practical AI - From Constrained Decoding to Code Tools

Mykyta Tkachenko 

Certified Solution Data Architect with deep expertise across the full data lifecycle, specializing in data modeling, governance, and management with a particular focus on data quality and developing robust ETL/ELT pipelines. Experienced in integrating Large Language Models and building Natural Language Processing pipelines that unlock unstructured data at scale. Extensive experience implementing modern cloud-based data solutions and enterprise data warehousing systems that drive business intelligence, analytics, and AI-powered insights initiatives

Szymon Ciemała

Senior AI Engineer, DataArt

Senior AI Engineer at DataArt specializing in Generative AI and LLM applications. He has worked across the full LLM stack, from multi-agent architectures and RAG systems, through structured extraction pipelines processing hundreds of thousands of documents, to fine-tuning and deploying models at scale.