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Jeffrey Lin

Mid-Level Software Engineer specializing in Cloud Platform & Automation

RappUniversity of MichiganChicago, IL4 Years ExperienceMid LevelWorks On-Site

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About

Software engineer at Wrap who built production AWS Lambda services for large-scale Parquet dataset generation (50k+ records) and a synthetic traffic/lead generation system using Python, Playwright, and Jenkins. Also built and deployed a full-stack hobby product (MyAnimeListRanker) that ingests MyAnimeList user data and uses an Elo-based ranking workflow, with operational guardrails like rate limiting and monitoring via Vercel/logs.

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Key Strengths

  • Optimized data generation pipeline by removing CSV intermediate step (buffer-to-Parquet) to eliminate bottleneck
  • Built and deployed an AWS Lambda service generating large Parquet datasets (50,000+ records) for performance testing
  • End-to-end ownership of a full-stack product from ideation through deployment (MyAnimeListRanker)
  • Designed and implemented an Elo-based ranking workflow with user matchups
  • Built automated synthetic lead/traffic generation using Python + Playwright, deployed via Jenkins
  • Implements production guardrails like rate limiting and monitors via logs/manual QA

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Experience

Software Engineer - Automation & SystemsRAPP · Mar 2025 – Present
Software Engineer - Cloud & PlatformHoneywell · Jul 2022 – Mar 2025
Software Engineer InternHoneywell · May 2021 – Aug 2021internship

Education

University of Michiganbachelor, Computer Science (2022)

Languages

English

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Jeffrey LinMid-Level Software Engineer specializing in Cloud Platform & Automation