E03: Data Science in Production Systems w/ Joey Gonzalez

Join us for an interview with Joey Gonzalez, one of the founding members of the UC Berkeley RISE Lab and the founder of Aqueduct. Aqueduct is helping take data science into production systems. Listen to this episode to learn more!

Highlights:
[1:48] How Machine Learning Became Useful blog post
[5:04] Building and deploying predictive models 
[8:36] Learnings from Turi 
[10:55] Real time prediction at Apple
[13:19] Founding story of Aqueduct
[16:42] How is Aqueduct differentiated from other projects out there 
[17:47] What is the status of the Aqueduct open source project today?
[18:56] Where are ML systems headed?

--

Mark your calendars for May 12-14, 2026 and join us for Data Council AI, the technical conference built by engineers for engineers. It's the only event where you'll be able to connect with 2,000+ practitioners for 3 full days of technical deep dives, battle-tested architectures and production insights in San Francisco, the heart of the AI world.

Visit us at https://www.datacouncil.ai/ for the latest updates or subscribe to the newsletter as we release more details about the 2026 event!