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Lin LinLL
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Lin Lin

@linlin

Software developer at Ethos Lab who deployed 10+ REST API endpoints and improved API test accuracy by 17%.

United States
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At Ethos Lab, I built and deployed 10+ REST API endpoints with Node.js, Express.js, and MongoDB. I optimized database schemas and queries, and implemented a local file storage system to replace Amazon S3.

I also automated 30+ API tests, catching and resolving bugs before deployment and improving test accuracy by 17%. As an AI Trainer in the Handshake AI Fellowship, I completed 200+ LLM evaluation tasks and reviewed computer vision and image processing responses.

For my Banking System project, I used Test-Driven Development and created 300+ automated test cases, reaching 93% test coverage and 93% mutation coverage. I also built an AI children’s book generator with React, Neon, PostgreSQL, and Google’s Gemini AI API.

Experience

Work history, roles, and key accomplishments

EL

Software Developer Intern

Ethos Lab

Mar 2026 - Sep 2026 (6 months)

Built and deployed 10+ REST API endpoints using Node.js, Express.js, and MongoDB. Optimized MongoDB schemas and queries, designed a custom local file storage system, and automated 30+ API tests, improving test accuracy by 17%.

HF

AI Trainer

Handshake AI Fellowship

May 2026 - Aug 2026 (3 months)

Completed 200+ LLM evaluation tasks to benchmark model reasoning and technical accuracy. Reviewed AI-generated responses in computer vision and image processing for accuracy and clarity.

Education

Degrees, certifications, and relevant coursework

Drexel University logoDU

Drexel University

Bachelor of Science, Computer Science

Pursuing a Bachelor of Science in Computer Science with a minor in Data Science, expected to graduate in 2028.

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