Jacqueline Zhang
Senior Machine Learning Systems Engineer at Atlassian
Mountain View, California, United States
Summary
👤
Senior🎓
Top SchoolJacqueline Zhang is a Senior Machine Learning Systems Engineer with a decade of experience building backend and ML infrastructure at Atlassian, focused on improving Confluence search, Rovo AI features, and production-grade ML services. A UC Berkeley CS graduate, she has led feature initiatives from bookmarks and spelling-correction recommendations to Smart Q&A and AI Definitions, applying PySpark, LLMs, prompt engineering, and scalable backend architecture to meet compliance and reliability needs. She combines hands-on backend engineering (Java Spring Boot, Python) with ML systems design, improving observability, alerting, and operational runbooks to reduce noise and incidents. An active contributor to OpenTelemetry JS integrations, she has practical experience instrumenting Hapi.js apps for distributed tracing, reflecting a strong interest in robust observability. Based in Mountain View, she thrives on solving hard problems creatively and pushing systems to scale while keeping developer and user experience in mind.
10 years of coding experience
5 years of employment as a software developer
Bachelor of Arts - BA Computer Science, Bachelor of Arts - BA Computer Science at University of California, Berkeley
Spanish, English, Chinese
Stackoverflow
1reputation
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Github Skills (7)
opentelemetry10
hapi10
javascript10
testing9
typescript-types7
typescript7
typescripts7
Programming languages (7)
Github contributions (5)
open-telemetry/opentelemetry-js-contrib
Oct 2020 - Oct 2020
OpenTelemetry instrumentation for JavaScript modules
Role in this project:
Backend Developer
Backend DeveloperContributions:5 reviews, 6 commits, 1 PR in 17 days
Contributions summary:Jacqueline's commits focus on instrumenting Hapi.js applications with OpenTelemetry. They implemented wrapper functions to integrate tracing into Hapi routes and plugins, ensuring spans are created for incoming requests. Furthermore, they addressed issues revealed during pull request reviews, refining the instrumentation logic within the Hapi.js integration. Their changes include modifications to the core instrumentation logic and test cases.
instrumentationjavascript-modulesjavascriptobservabilityotel
jk1z/gitlab-release-note-generator
May 2019 - May 2022
A Gitlab release note generator
Contributions:68 commits, 28 PRs, 82 pushes in 2 years 11 months
gitlab-cigitlab-apirelease-notesgitlabrelease-notes-generateor
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