Shingai is the Head of AI Education at ChainML where she works with clients on AI education, adoption, and implementation. Shingai takes clients from an AI product idea to an affordable and scalable deployment. A seasoned data scientist, Shingai has a background in retail analytics, generating data insights to top tier manufacturers and retailers, and she has led technical education at the Vector Institute for AI. Shingai is also the founder of Fireside Analytics Inc., an online data science education company. Over half a million learners have taken her courses on platforms such as IBM and Coursera. Shingai sits on a number of boards and advisory committees, and she is an award-winning speaker and children’s book author.