Mar 15–18, 2020
Suneeta Mall

Suneeta Mall
Senior Data Scientist , Nearmap

Website

Suneeta Mall is a senior data scientist at Nearmap, where she leads the engineering efforts of the Artificial Intelligence Division. She led the efforts of migrating Nearmap’s backend services to Kubernetes. In her 12 years of software industry experience, she’s worked on a solving variety of challenging technical and business problems in the field of big data, machine learning, GIS, travel, DevOps, and telecommunication. She earned her PhD from University of Sydney and bachelor’s of computer science and engineering.

Sessions

1:45pm2:25pm Tuesday, March 17, 2020
Location: LL20D
Suneeta Mall (Nearmap)
Using Kubernetes as the backbone of AI infrastructure, Nearmap built a fully automated deep learning inference pipeline that's highly resilient, scalable, and massively parallel. Using this system, Nearmap ran semantic segmentation over tens of quadrillions of pixels. Suneeta Mall demonstrates the solution using Kubernetes in big data crunching and machine learning at scale. Read more.

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