Improving Retrieval Augmented Generation through Contextual Retrieval, Agentic Search, and more

Developed and maintained backend microservices and infrastructure for Verkada, Inc. Interfaced with frontend engineers to deliver new features to users. Migrated endpoints from python+REST to Golang+gRPC. Worked on image processing in camera firmware.

Wrote an assembler and runtime library for ML-targeted new computer architecture. Also worked on efficiently assigning resources to computational agents in said architecture.

Wrote software to create airspace flow graph from flight data. Built interactive chord charts in D3 displaying taxiing routes to cross-reference simulated and actual data. Analyzed aircraft taxiing speeds.

Performed research in the Rubin Lab in the Stanford Department of Radiology under the direction of Dr. Daniel Rubin. Created an algorithm for automated liver segmentation in two-dimensional CT images.