EXCEEDS logo
Exceeds
Wenhua Zhang

PROFILE

Wenhua Zhang

Developed enhancements for the google/adk-python repository, focusing on real-time AI agent inference streaming and automated multi-turn evaluation. Leveraged Python and asynchronous, event-driven programming to refactor live inference, enabling incremental transcription processing by emitting synthetic text events as they arrive and preserving event order. Introduced a rubric-based evaluator that scores multi-turn agent conversations using user-defined criteria, supporting automated evaluation workflows. The work improved the end-to-end streaming pipeline, reducing latency and enabling real-time downstream processing and observability for both transcripts and evaluations. Emphasized robust unit testing and machine learning techniques to ensure quality and maintainability throughout the development process.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
1
Lines of code
800
Activity Months1

Work History

May 2026

2 Commits • 1 Features

May 1, 2026

In May 2026, delivered streaming AI agent enhancements for google/adk-python, focusing on real-time transcription streaming and automated multi-turn evaluation. The work enables real-time, ordered transcription events and introduces a rubric-based evaluator to score agent interactions, driving better UX and measurable QA for AI agents.

Activity

Loading activity data...

Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage60.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

AI EvaluationMachine LearningPython DevelopmentUnit Testingasynchronous programmingevent-driven programmingunit testing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

google/adk-python

May 2026 May 2026
1 Month active

Languages Used

Python

Technical Skills

AI EvaluationMachine LearningPython DevelopmentUnit Testingasynchronous programmingevent-driven programming