I’m a 4th year Electrical Engineering and Computer Science at UC Berkeley. I currently do Systems and Machine Learning research at UC Berkeley RISE Labs under Joseph Gonzalez. With Moustafa Adelbaky, I’m researching serverless execution across mutli-cloud, 5G, and the edge. With Yaoqing Yang and Yaodong Yu, I’m working on machine learning distribution shift explainability. I am currently planning to go to 5th years at UC Berkeley.
University of California, Berkeley
High School, 2018
Lynbrook High School
Investigating how overparameterization affects generalizations on spurious correlations
Design and run research experiments to test model size, subgroup robustness and counts, and pretraining
Automatically constructed spurious correlation large scale image datasets with Imagenet
Created an efficient serverless scheduling framework across client, 5G networks, and the cloud.
Wrote heuristic and linear programming based algorithms for optimal code placement on compute nodes
Optimized memory and cost with serverless Kubernetes, AWS, GCP, and Azure
Built paramater tracking to process models used in ranking content in the Alexa Mobile App
Designed and built dev tool for experiment tracking, managing A/B model testing, and dashboards
Supported popular open source features on AWS SAM-CLI(5.7K stars)
Added support for cloudformation and cloudformation intrinsic templating resolution in AWS SAM-CLI
Built a Serverless Testing Framework to benchmark and test AWS Serverless infrastructure
Created a Smart Speaker system to study passive listening devices. Our work is open source and available at (https://github.com/blues-lab/passive-listening-prototype, https://github.com/blues-lab/passive-listening-classifier-training, https://github.com/blues-lab/passive-listening-classifiers)
During my spare time, I enjoy reading comics and playing games. I also enjoy creating 3D animation and working on game development.