Boaz Ash
Boaz is a software engineer with an interest in applied machine learning. He has previously worked in control systems, working on gimbals and self-balancing bicycles. He loves Python and working with Django.
Session
What do you do when you’ve captured millions of aerial images across thousands of kilometers and want to find the handful of problems that could take out a state’s power supply? This talk explores how we built a full-stack system — combining machine learning, Django, and self hosted infrastructure — to identify critical anomalies in Australia’s electricity transmission network.
You’ll learn how we perform image processing at scale, reducing an overwhelming data problem into a handful of insights that matter and how we present these results to users.