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TingYu Chou

Entry-level ML Systems Engineer specializing in LLM infrastructure and recommender systems

BALANX-BioUC Santa CruzSunnyvale, CA1 Years ExperienceEntry LevelWorks On-Site

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About

Engineer with a mature, agent-oriented approach to AI-driven software development, using structured planning, TDD, and verification loops rather than ad hoc prompting. Has hands-on experience acting as a tech lead for multiple AI agents in an LLM intelligent routing project, coordinating implementation, testing, debugging, and edge-case review with strong attention to system tradeoffs.

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Key Strengths

  • Structured AI-assisted engineering workflows
  • Multi-agent coordination for software delivery
  • Strong ownership of architecture and final design decisions
  • Test-driven development with verification loops
  • Controlled use of AI agents for implementation and code review
  • System-level thinking around latency, reliability, maintainability, and observability
  • Experience leading agent-based development on an LLM routing project
  • Pragmatic evaluation of AI trends for production usefulness

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Experience

Software Development Engineer InternBALANX-Bio · Jun 2025 – Aug 2025internship
Machine Learning EngineerUC Santa Cruz Research Lab · Mar 2025 – May 2025

Education

UC Santa Cruzmaster, Computer Science – Artificial Intelligence (2026)
National Yang Ming Chiao Tung Universitybachelor, Applied Mathematics and Computer Software Program (2024)

Languages

English

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Typically responds within 24 hours

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TingYu ChouEntry-level ML Systems Engineer specializing in LLM infrastructure and recommender systems