About

I am an undergraduate student studying Computer Science and Data Science at the University of Wisconsin-Madison. My research focuses on Systems and Networking. Currently I am working with Prof. Shivaram Venkataraman, Prof. Suman Banerjee, and Prof. Dane Morgan.

Publication

[1] [Conference Paper] BagPipe: Accelerating Deep Recommendation Model Training. Saurabh Agarwal, Chengpo Yan, Ziyi Zhang, Shivaram Venkataraman. In submission.

Education

University of Wisconsin-Madison

> Sep 2019 - Dec 2022
> B.S. in CS & DS
> GPA 4.0/4.0

Experience

BagPipe: Accelerating Deep Recommendation Model Training

A distributed system for training Deep Learning Recommendation Models

Wi-Fi & Bluetooth Based Indoor Localization

Exploring kNN, Stg CSE, and Gaussian Kernel Localization Algorithms

Identifying Defect Formation Mechanisms from X-ray Imaging Data with Machine Learning

Engaging with BASNet & Measurements

SWE @ Skyworth

Optimized an AIOT application: Swaiot

Interests

Cycling
Watching Anime
Collecting old GPUs ~GTX980Ti
Overclocking CPUs and GPUs