EXCEEDS logo
Exceeds
tkhouw

PROFILE

Tkhouw

Timothy enhanced the Product Catalog Ad Generator in the google/adk-samples repository by upgrading its core ad generation agent to leverage the Gemini-3-Flash-Preview model. This update improved the quality of ad storytelling and image generation for short-form video ads, addressing the need for more engaging and customizable ad content. Timothy introduced support for user-provided asset sheets, enabling greater creative flexibility, and streamlined the overall workflow to reduce manual intervention and increase throughput. The work demonstrated depth in AI development and image processing, utilizing Python and cloud computing to deliver a focused, production-ready feature within a short development period.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
1,665
Activity Months1

Your Network

40 people

Shared Repositories

40

Work History

January 2026

1 Commits • 1 Features

Jan 1, 2026

For 2026-01, delivered a major enhancement to the Product Catalog Ad Generator in the google/adk-samples repository. Upgraded the ad generation agent to use the Gemini-3-Flash-Preview model, resulting in improved ad storytelling and image generation for short-form video ads. Added support for user-provided asset sheets and refined the overall ad generation workflow to reduce manual steps and increase throughput. The work centers on a focused upgrade tied to commit cdf9119ce0724285904161ca4fb8b211c2185048 labeled 'product catalog ad generation agent update (#815)'.

Activity

Loading activity data...

Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage80.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

AI DevelopmentCloud ComputingImage ProcessingMachine LearningVideo Generation

Repositories Contributed To

1 repo

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

google/adk-samples

Jan 2026 Jan 2026
1 Month active

Languages Used

Python

Technical Skills

AI DevelopmentCloud ComputingImage ProcessingMachine LearningVideo Generation