Building with AI: From Data Agents to Full-Stack Apps (with AWS User Group Toronto)
WhenWed, November 4, 2026 · 6:00 p.m. EST – 7:30 p.m. EST
WhereAmazon Toronto Office (YYZ18), 7th floor, 18 York St
A hands-on workshop on building a production-ready text-to-SQL AI agent on Databricks, using the open-source db-agent project. Hosted by AWS User Group Toronto at the Amazon Toronto office, and presented by Chandan Kumar of TorontoAI. Stay after the session to network over food and drinks.
RSVP is on Meetup: AWS User Group Toronto event page.
What we will cover
- Text-to-SQL and AI agents
- Building an agent on Databricks
- Schema-aware SQL generation and safety guardrails
- Hands-on demo and Q&A
- Networking, food, and drinks after the workshop
Who it is for
Data engineers, platform engineers, and developers who are being asked to put an AI agent in front of a warehouse or lakehouse, and who want to see how the safety and governance layer works in practice, not only the model call.
Format and logistics
- When: Wednesday, November 4, 2026, 6:00 to 7:30 PM (Toronto time)
- Where: Amazon Toronto Office (YYZ18), 7th floor, 18 York St, Toronto, ON M5J 2V5
- Format: in person, hands-on
- RSVP: through the Meetup page above. Check there for current availability.
About the speaker
Chandan Kumar is the founder of beCloudReady and an organizer of TorontoAI. He maintains the open-source db-agent project.

