Peggy Yu
AI Engineer @ Netgear | Aspiring SDE / MLE | Passionate About Building Scalable Systems & Intelligent Solutions
- Role
- Ai Engineer at NETGEAR
- Location
- Santa Clara, CA, US
- LinkedIn followers
- 500 followers
Experience
Ai Engineer
Jun 2025 — Present · San Jose, CA, US
Engineered TestGear AI, an end-to-end automation platform that parses ERD diagrams, PDF specifications, and Jira test cases to auto-generate executable Pytest scripts.Developed modular backend services in Python with RESTful APIs, enabling one-click script generation from Jira UI and centralized version control, cutting generation time from minutes to seconds, supporting dozens of QA teams, and maintaining 99% build success rate.Designed and implemented a functional step-matching engine combining domain embedding–based NLP with rule-based disambiguation, achieving 92% mapping accuracy and 90% faster script authoring (from 1–2 hours to under 2 minutes) viaautomated Pytest script generation.Applied CI/CD practices with Docker and Git for deployment, reducing release time from 30 minutes to under 5 minutes, accelerating QA workflows by about 90%.
Education
Santa Clara University
Master of Science - MS, Computer science and Engineering
Kunming University of Science and Technology
Bachelor of Engineering - BE, Computer Science
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