Mike Koch is a product leader with over 10 years of experience building content-driven products across mobile and web platforms. He specializes in AI-driven search, content discovery, and ML recommendations, using LLMs, generative AI, and RAG technologies to increase engagement, retention, and revenue.
Currently, Mike works as a Senior Product Manager at Guidepoint, one of the largest expert networks with 1.5 million experts. Before this, he led the development of an AI-driven MRI interpretation platform at Remedy Logic, increasing diagnosis accuracy by 7% and generating $400K MRR with early adopters.
Currently, Mike works as a Senior Product Manager at Guidepoint, one of the largest expert networks with 1.5 million experts. Before this, he led the development of an AI-driven MRI interpretation platform at Remedy Logic, increasing diagnosis accuracy by 7% and generating $400K MRR with early adopters.
Mike launched SUNLIGHT, the world's top-rated jewelry app with 8M+ downloads and 4M+ monthly active users, and helped scale NUTSon, a European short-form video platform similar to TikTok with 2M+ downloads. At SUNLIGHT, he implemented a product roadmap that increased revenue from $1.7B to $3B in two years while adding AI-driven features that boosted user engagement and sales.
He holds a Master's degree in Management and Data Analytics from the Higher School of Economics, graduating with honors in the top 5% of his class. Mike has written 20+ scientific papers on Product Management, obtained patents for his inventions, and created courses on 'Agile product development and leadership.
He holds a Master's degree in Management and Data Analytics from the Higher School of Economics, graduating with honors in the top 5% of his class. Mike has written 20+ scientific papers on Product Management, obtained patents for his inventions, and created courses on 'Agile product development and leadership.