Projects

A select collection of my research and intern projects in reverse chronological order.

research_leadership

To be announced soon :D

· TBA

research

intern

Applied Scientist Intern @ Amazon Web Services (AWS)

AWS Graph Machine Learning (AGML) Team, May 2022 -- Aug. 2022 Manager and Mentor:: Dr. Da Zheng and Dr. Xiang Song · Introducing compiler and kernel optimization techniques for graph neural networks to the DGL project · More details to come out after the internship

Systems & Software Research Associate (Intern) @ HPE Labs

Systems Architecture & Management Lab, May 2021 -- Aug. 2021 Manager and Mentor:: Dr. Dejan Milojicic and Dr. Sai Rahul Chalamalasetti · Investigated opportunities to accelerate operators from Intel DAOS distributed storage systems. · Findings accepted by proceedings of internal conference HPE TechCon 2022. · Pending U.S. patent.

Compiler Software Engineer Intern -- GPU @ Nvidia

Optimizing Code Generator (OCG) Team, May 2020 -- Aug. 2020 Manager and Mentors:: Jerry Zheng, Howard Chen, James Player · Worked on a prototypical LLVM backend compiler. · Designed and developed an extensible vectorization pass. · Designed and developed a Machine IR peephole optimizations driver.

Software Engineer Intern @ MSR Asia

Software Analytics Group, Jan. 2019 -- July 2019 Manager and Mentor:: Qingwei Lin, Bo Qiao · Developed a general pipeline for anomaly detection algorithms. · Refactored existing logic to incorporate it into this new pipeline. · Efficiently parallelize an anomaly detection algorithm in Java.