Mar 15–18, 2020
Sandhya Raghavan

Sandhya Raghavan
Senior Data Engineer, Virgin Hyperloop One

Website

Sandhya Raghavan is a senior data engineer at Virgin Hyperloop One, where she helps build the data analytics platform for the organization. She has 13 years of experience working with leading organizations to build scalable data architectures, integrating relational, and big data technologies. She also has experience implementing large-scale, distributed machine learning algorithms. Sandhya holds a bachelor’s degree in computer science from Anna University, India. When Sandhya isn’t building data pipelines, you can find her traveling the world with her family or pedaling a bike.

Sessions

4:00pm4:30pm Monday, March 16, 2020
Location: LL20A
Sandhya Raghavan (Virgin Hyperloop One), Patryk Oleniuk (Virgin Hyperloop One)
To substantiate the key business and safety propositions necessary to establish a new mode of transportation, Virgin Hyperloop One (VHO) implemented a complex, large-scale, and highly configurable simulation. Each simulation run needs to be analyzed and assessed on several KPIs. Sandhya Raghavan and Patryk Oleniuk highlight how VHO successfully reduced the time to insight from days to hours. Read more.
11:50am12:30pm Wednesday, March 18, 2020
Location: LL21 C
Patryk Oleniuk (Virgin Hyperloop One), Sandhya Raghavan (Virgin Hyperloop One)
Patryk Oleniuk and Sandhya Raghava investigate how to use demand data to improve on the design of the fifth mode of transport—Hyperloop. They discuss the passenger demand prediction methods and the tech stack (Spark, koalas, Keras, MLflow) used to build a deep neural network (DNN)-based near-future demand prediction for simulation purposes. Read more.

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