Darren Choe

I am an undergraduate student at University of California, Davis pursuing a B.S. Computer Science.

I have worked/interned at Amazon Web Services (AWS) Cloudfront, Thermofisher Scientific on their GenAI Innovation team, and startups Umbo Computer Vision and Flow AI. My role centered around Networking Infrastructure, Distributed Systems, and serving machine learning inference.

Recently, I've been into open-source projects agentgateway and kagent, and serve as a member of Istio, a service mesh for Kubernetes.

Outside of building, I coach powerlifting and work to better my sequential thinking!

Email  /  Profile  /  Github

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Research

Undergraduate Machine Learning/Artificial Intelligence Papers

Web Autoscaler: LSTM-Based Approach to Predictive Cloud Autoscaling
David Yi, Danny Yu, Darren Choe, Justin Li, Cory Pham, Nathan Chiu, Ziyi Chen, Taniqsha Bonde, Chuyuan Wang
ECS 170 Project, 2025
Anomaly Detection: Zero-Shot Detection from Latent Diffusion Models
Leonardo Zavala-Jimenez, Diane Kim, Darren Choe, Cara Mann, Bowei Cheng,Om Khangaonkar, Adithi Sumitran, Chase Karlsson, Emily Mao
ECS 171 Project, 2025

Thank you to Jon Barron!