Available Now: Gen AI Project #5

Build an
AI-Agent Powered
ETL System

Stop writing brittle scripts. Learn to design an autonomous cloud migration platform using LLM agents, Snowflake, and Google Cloud in this advanced 3-hour workshop.

4.8/5 from 1,500+ learners

Launch Offer

$10.00 $30.00 67% OFF

Tech Stack

Snowflake GCS LangChain FastAPI

Traditional ETL is Dead Evolving

Why write static scripts when your data pipeline can think?

The Old Way

× Brittle Cron Jobs & Bash Scripts
× Hardcoded column mappings
× Manual error handling & retries
× "Data Engineering Janitor" work

The Agentic Era

✓ LLM Planning & Reasoning layers
✓ Tool-driven execution & routing
✓ Autonomous recovery & sync
✓ Conversational Ops (Chat with Data)

Curriculum

What You Will Build

A full-stack, production-grade AI Data Migration Platform.

Intelligent Agents

Build an LLM-based agent that plans migration steps, uses tools to inspect Snowflake/GCS, and handles version control automatically.

Context-aware decisions
Tool routing logic

Full Stack Architecture

Move beyond notebooks. Build a React dashboard coupled with a FastAPI backend that orchestrates async data pipelines.

React Chat Interface
Async FastAPI Pipelines

Natural Language Ops

Control your infrastructure with plain English. "Move only the latest reports to GCS" or "Sync everything except CSVs".

Intent Understanding
Conflict Resolution

React

FastAPI

LangChain

Snowflake

Google Cloud

OpenAI

4.9 Top Rated

Taught by DataSense

Enterprise Data & AI Educator

Data Sense is dedicated to helping individuals grow in Data Analytics, ML, and AI. With 200+ sessions currently booked and 1,500+ satisfied learners, we focus on real-world, production-ready systems, not just theory.

1500+ Bookings

4.8★ Rating

5+ GenAI Projects

Common Questions

Data Engineers, AI Engineers, and Platform Engineers who want to move beyond basic scripts and build autonomous, agent-driven systems. Basic Python and API familiarity is recommended.

No. The focus is on the backend orchestration, agents, and cloud integration. The React frontend is provided as part of the project structure, and while we will use it, you don't need to be a frontend expert.

This is a project-based learning experience. You will receive the materials, codebase, and guidance to build the system as if you were in a production environment.

Ready to Build the Future?

Join Gen AI Project 5 and master the architecture of autonomous data pipelines today.

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Build an AI-Agent Powered ETL System