Manlin Li - Data Engineer

Manlin Li

Data Engineer

Seattle, Washington, United States

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Summary

👤

Senior

🎓

Top School

Manlin Li is a data engineer with eight years of experience building production data platforms and ML-driven pipelines, currently working at Netflix after roles at Amazon and BlackRock. A Brown Data Science master's student with strong foundations from University of Rochester, he combines backend engineering (Python, Java), big-data tooling (Spark, Hive, SQL, NoSQL) and ML practice (scikit-learn, TensorFlow, XGBoost) to ship end-to-end analytics and ETL solutions. His internships at Meta, ByteDance and Alibaba span causal A/B testing, large-scale predictive modeling and real-time dashboards, and he has hands-on experience improving search and retention models on terabyte-scale data. An active open-source contributor, he contributed backend integrations to the high-profile Istio service mesh—implementing Google Service Control adapters for API key checks and quota management—highlighting an ability to bridge platform engineering with external service integrations. Based in Seattle, he brings a pragmatic mix of research-grade ML methods and production engineering discipline to data platform problems.

9 years of coding experience

2 years of employment as a software developer

The Experimental High School Attached to Beijing Normal University

Master's degree, Data Science, Master's degree, Data Science at Brown University

Beijing NO.8 High School

Bachelor's degree, Dual Degrees of Mathematics & Statistics; Business Analytics, 3.93, Bachelor's degree, Dual Degrees of Mathematics & Statistics; Business Analytics, 3.93 at University of Rochester

Github Skills (10)

istio10

api-management10

service-mesh10

go10

api10

apidoc10

gcp10

kubernetes-pods9

testing9

kubernetes9

Programming languages (6)

JavaDockerfileShellC++StarlarkGo

Github contributions (5)

istio/istio

Aug 2017 - Dec 2017

Connect, secure, control, and observe services.

Role in this project:

Back-end Developer

Contributions:19 commits, 19 PRs, 116 comments in 3 months

Contributions summary:Manlin primarily contributed to the Istio service mesh by implementing and refactoring backend components. Their work included adding and updating service control adapters, specifically for Google Service Control, enabling API key checks and quota management. Additionally, the user refactored the Mixer server setup for testing environments, and added the API key and svcctrl report templates for API management functionality. These commits showcase a focus on integrating Istio with external services and enhancing API management features.

circuit-breakerenforce-policiesistioapi-managementmicroservice

manlinl/istio

Nov 2017 - Jan 2018

Contributions:95 pushes, 36 branches in 2 months

meshpolyglotistiokubernetesmicroservices

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