Aki is an innovator with 20+ years of experience as a builder, consultant, and operator. He has focused exclusively on ML and AI since 2016. As an AI advisor to startups, corporates, and VC/PE funds, Aki co-created an AI transformation framework and the AI OS as a blueprint for AI-Native companies. Graduated MSc. in Computer Science and Automation from Aalto University. He serves as Affiliate Faculty on AI & ML at Singapore Management University, and has authored two books on AI and Python.