Synthetic Data with AI and IoT | Tonic AI's Adam Kamor | Internet of Things Podcast

How can IoT use synthetic data and what are the risks? Adam Kamor, Co-Founder and Head of Engineering of Tonic.ai, joins Ryan Chacon on the IoT For All Podcast to discuss synthetic data with AI and IoT. They cover data synthesis and ML model training, synthetic data for IoT simulations, generative AI, data risks with generative AI, and solutions using generative AI. Adam Kamor, PhD, is Co-Founder and Head of Engineering of Tonic.ai. Since completing his PhD in Physics at Georgia Tech, Adam has committed himself to enabling the work of others through the programs he develops. In his roles at Microsoft and Kabbage, he handled UI design and led the development of new features to anticipate customer needs. At Tableau, he played a role in developing the platform’s analytics/calculation capabilities. As a founder of Tonic.ai, he is leading the development of data generation solutions that are transforming the work of fellow developers, analysts, and data engineers alike. Tonic.ai is the fake data company. They mimic your production data to create de-identified, realistic, and safe data for your test environments.  Discover more about AI and IoT at https://www.iotforall.com More about Tonic.ai: https://www.tonic.ai Connect with Adam: https://www.linkedin.com/in/adam-kamor-85720b48/  Key Questions and Topics from this Episode: (00:00) Welcome to the IoT For All Podcast (00:54) Introduction to Adam and Tonic.ai (02:25) Data synthesis and ML model training (05:44) How can IoT use synthetic data? (10:45) Generative AI (12:28) Data risks with generative AI (15:00) Solutions using generative AI (17:31) Learn more and follow up  SUBSCRIBE TO THE CHANNEL: https://bit.ly/2NlcEwm​ Join Our Newsletter: https://www.iotforall.com/iot-newsletter Follow Us on Twitter: https://twitter.com/iotforall Check out the IoT For All Media Network: https://www.iotforall.com/podcast-overview