Helping low-income communities during the pandemic – Using SQL to ensure energy security for families

This talk will discuss how energy consumption data is collected, tracked, analyzed, and leveraged to deliver life changing benefits to those in greatest need. We power through energy usage data ranging years before and after the beginning of the pandemic to identify customers at greatest need of a suite of bill discounts, payment options, rebate programs, and direct install energy efficiency programs.

Learn about the tools and solutions we used to provide energy security for 6 million families when they needed it the most.



Ryan Shahbazi

Ryan has spent a decade at SoCalGas, the largest natural gas distribution company in the United States, focusing on energy efficiency and leveraging big data to outreach to the hard-to-reach, ...