Denys Linkov is SVP of AI at Wisedocs, where he leads the company’s AI strategy and delivery for medical document intelligence, and a machine learning lecturer at the University of Toronto. Previously he was Head of ML at Voiceflow, guiding enterprise AI initiatives and working with more than 50 enterprises on their conversational and generative AI journeys, following earlier engineering work at LinkedIn.

Denys’s experience spans the full AI product lifecycle, from building production ML systems and evaluation frameworks (including his widely shared work on micro-metrics for LLM evaluation) to directing product teams and advising customers on best practices. He’s also a prolific educator: his courses and generative AI content have helped over 150,000 learners build practical AI skills, and he’s a regular speaker at conferences including QCon, AI Engineer, and TMLS.