Chuong Tran

• Developed real-time, bidirectional audio streaming between a FastAPI backend and the Gemini Live API over WebSockets, enabling interactive conversations with AI-simulated customers.
• Implemented a multimodal LLM evaluation pipeline that scores conversation transcripts and audio recordings across five performance criteria, generating structured feedback for each training session.

Python · FastAPI · WebSockets · Gemini Live API

• Drove the full-stack modernization of user management for a platform serving 1,000+ hospital-pharmacy sites, using Spring Boot and Ember.js to enable Okta integration across user onboarding, account administration, and role-based access control.
• Automated Okta provisioning for 6,000+ users with Python scripts, building admin dashboards for migration tracking and failure recovery, reducing manual effort by 80%.
• Cut auto-ordering runtime by 40% through N+1 query optimization and service-level caching, reducing redundant database fetches.
• Engineered a Google Cloud Pub/Sub consumer with idempotent processing to automate item synchronization across systems, eliminating manual cross-team coordination.
• Built an Apache POI-based Excel export service with configurable templates, powering 10+ report types and cutting new-report development time from days to hours.

TypeScript · Ember.js · Java · Spring Boot · Python · Okta · Google Cloud Pub/Sub · Apache POI

• Built order and inventory charts, plus data tables with server-side filtering and pagination, using React and Spring Boot, with 80% test coverage (Jest, JUnit, Mockito).

React · Spring Boot · Jest · JUnit · Mockito

• Led weekly labs for 100+ students, creating C++ exercises and providing office hours and code review support to reinforce data structures and algorithms fundamentals.

C++