Data + AI
Blog posts related to Data and Generative AI.
GreenGovRAG
An Open Source AI Assistant for Australian Environmental & Planning Regulations Helping planners, consultants, and researchers navigate complex laws — faster, smarter, and cloud-agnostic. Why GreenGovRAG Exists Environmental and planning regulations in Australia are fragmented across federal, state, and local governments. Planners, consultants, and ESG analysts often spend weeks digging through PDFs, council websites, and regulatory guidelines just to answer basic questions like: How do I calculate fugitive emissions from natural gas transmission pipelines?
November 22, 2025
Generative AI with AWS Bedrock
In this blog, we’ll walk through how to build a domain-specific Generative AI chatbot using Amazon Bedrock and a custom Knowledge Base. The goal is to combine the flexibility of foundation models with domain-relevant retrieval for accurate, contextual responses — all in a serverless, cloud-native stack. Please refer to the GitHub repository.
April 20, 2025
Building Data Pipelines Using Apache Airflow
As organizations increasingly rely on data to drive decisions, data pipelines—systems that automate the flow of data from source to destination—have become mission-critical. And when it comes to orchestrating these pipelines reliably, Apache Airflow is one of the most powerful tools in the data engineer’s toolkit.
March 9, 2025