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Michael Huang
Junior Software Engineer specializing in AI/ML and Full-Stack Development
RemoteContract AI Engineer2 years experienceJuniorArtificial IntelligenceCloud ComputingManufacturing
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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.
Experience
Contract AI EngineerDynamic Experts
Automation and Product Engineering InternSolidigm
Education
California Polytechnic State University - San Luis Obispobachelor, Computer Science (2025)
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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