Resume Comparison

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Candidate data:

• Name: Willard Hucks
• Tagline: "Principal Engineer · Enterprise Systems Engineering"
• Contact: 127.0.0.1@willardhucks.com
• Summary: >-
• Highlights:
• Designed MCP-based developer tooling that cut code analysis costs
• Architected a schema-as-guardrails platform that lets citizen developers generate code safely
• Designed MCP-based developer tooling (a symbol-index server)
• Maintained and operated internally-hosted LLM inference infrastructure
• Built the framework for enterprise Microsoft Copilot adoption
• Multiplied teams through architecture reviews, reusable patterns, and mentorship
• Projects:
• Synaptic Drift: governed context retrieval for LLM agents
• Vamp: schema-as-guardrails platform for citizen developers
• Vamp: schema-as-guardrails platform for citizen developers
• Community:
• Cofounder - Oak Swale Acres
• Founder - Slime Mold Grappling Club

Community:

• Family farm investing in community food security
• Raise livestock and donate 300–400 lbs of meat annually
• Donate equipment and consultation to clubs that don't charge dues
• Skills:
• Applied AI
• Agentic and multi-agent systems
• Model Context Protocol (MCP)
• Retrieval-augmented generation (RAG)
• LLM inference serving (vLLM)
• Model evaluation & experimentation
• Prompt & guardrail design
• Cost optimization & inference efficiency
• Responsible AI & model governance
• MLOps
• Model pretraining

Architecture and leadership:

• Enterprise AI architecture
• Platform architecture
• Build-vs-buy analysis
• Technical direction & standards
• Mentorship
• Cross-functional collaboration
• Risk management
• Agile
• Languages:
• Python
• Bash
• PowerShell
• Platforms and infra:
• Azure
• AWS
• Datacenter