Bootcamp: Build & Deploy an AI Data Agent (DB-Agent)

2-Hour Bootcamp: Build & Deploy an AI Data Agent (DB-Agent)

Live | Hands-on | Online

What You’ll Learn

• Build a real AI-powered app that:
• Converts natural language → SQL
• Safely queries databases
• Returns results with explanation

Two Practical Tracks

🟦 Data Engineers / Analysts

• Build a Streamlit AI app
• Deploy on Snowflake / Databricks
• Create internal AI tools quickly

🟩 AI / Platform Engineers

• Build a full-stack app (Next.js + Python)
• Design APIs for AI workflows
• Deploy on AWS (Lambda + API Gateway)

What We Cover

• How text-to-SQL systems actually work

• Prompt design + schema awareness

• SQL safety & guardrails (critical for real systems)

• Streamlit app architecture

• Full-stack AI app design

• AWS serverless deployment patterns

Outcome

You’ll walk away with:

• A working AI data agent (2 versions)
• Clear understanding of AI app architecture
• Deployment-ready patterns for real environments

Who Should Join

• Data Engineers / Analysts working with SQL
• AI Engineers / Developers building applications
• Anyone wanting practical AI system design skills

Duration

⏱️ 2 Hours (Live + Hands-on)

Build something real. Not just prompts.

URLs

• https://github.com/db-agent/db-agent
• https://quick-labs.co/
• https://www.toronto-ai.org/
• https://www.becloudready.com/