Doris Lin

Philadelphia, Pennsylvania, United States

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Summary

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Senior

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Top School

Doris Lin is an AI Engineer with a strong ML focus and 8+ years of experience building production-grade AI applications and developer productivity platforms. She combines a front-end and UX background with deep experience in RAG architectures, embedding-based semantic search, and LLM integrations—most recently leading Comcast’s internal AI assistant that improved engineering knowledge discovery across web, Slack, and Teams. Her hands-on ML work includes end-to-end pipelines and imbalanced-data solutions such as a fraud detection system using XGBoost and ensemble techniques from the Interview Kickstart ML Switch-Up program. A founder and former lead engineer for consumer and media startups, she brings product instincts from creative industries to enterprise AI systems and developer tooling. Based in Philadelphia, she’s focused on building scalable, user-centered AI products that bridge frontend UX, backend pipelines, and real-world ML constraints.

8 years of coding experience

12 years of employment as a software developer

Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Drexel University

Bachelor of Fine Arts (B.F.A.), Theatre Arts, Bachelor of Fine Arts (B.F.A.), Theatre Arts at National Sun Yat-Sen University

Master of Fine Arts (M.F.A.), Film and Media Arts, Master of Fine Arts (M.F.A.), Film and Media Arts at Temple University

AI / Machine Learning, AI / Machine Learning at Interview Kickstart

Web Development Intensive, Full Stack Web Development, Web Development Intensive, Full Stack Web Development at New York Code + Design Academy

English, Chinese

Github Skills (14)

infrastructure7

microservices6

dx4

backstage3

service-catalog3

concerts3

react2

java2

spring-boot2

music2

maven2

spring2

blockchain1

Programming languages (4)

TypeScriptJavaJavaScriptPython

Github contributions (5)

JordynK91/AUXcord

Mar 2018 - Apr 2018

Contributions:50 PRs, 63 pushes, 2 branches in 1 month

reactconcertskeepmusic-loversmusic

DorisCCLin/GLG-with-Sinatra

Feb 2018 - Feb 2018

Contributions:27 commits, 16 PRs, 23 pushes in 5 days

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