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Michael Huang

Junior Software Engineer specializing in AI/ML and Full-Stack Development

Dynamic ExpertsCal Poly San Luis ObispoRemote2 Years ExperienceJunior LevelWorks On-Site

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About

Built production LLM tooling focused on reproducibility and verification by enforcing JSON schemas and using multi-step checks with tools like Firecrawl and Perplexity. Also implemented the containerized infrastructure layer for a 9-agent app on K3s, dealing with rolling updates and uptime, and has experience advising a non-technical builder on search grounding and LLM data-flow design.

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Key Strengths

  • Built and deployed an MCP background tool producing comprehensive JSON outputs for AI inference training
  • Improved reproducibility by enforcing strict JSON-structured LLM outputs
  • Designed step-by-step verification workflow using external sources/tools to increase confidence in LLM outputs
  • Built containerized infrastructure for a 9-agent application using K3s
  • Handled production operations concerns (rolling updates, fixing bugs without taking product offline)
  • Drove cross-team standardization/coordination in a loosely managed multi-contributor project
  • Translated technical constraints to a non-technical collaborator and redesigned LLM data flow for more granular prompting

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Experience

Contract AI EngineerDynamic Experts · Dec 2025 – Jan 2026contract
Automation and Product Engineering InternSolidigm · Jun 2022 – Aug 2023internship

Education

Cal Poly San Luis Obispobachelor, Computer Science (2025)

Awards

  • 2nd place at two hackathons (Claude Code Hack Day @ AWS; Before the Ballot)

Skills

AgileCC++ConfluenceDeep learningDockerExpressFull-stack developmentGenerative AIGitJiraJupyter NotebookKubernetesLinuxMicroservices

Languages

English

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Michael HuangJunior Software Engineer specializing in AI/ML and Full-Stack Development