▰ Consulting
Let's work together
I help Fortune-class organizations turn AI platform investments into production-ready systems — RAG applications, agentic workflows, MCP server patterns, evaluation frameworks, and governance structures that integrate with real enterprise data, identity, and operating models. Independent — no vendor relationships, no pressure toward any platform I wouldn't architect myself.
Enterprise AI architecture & platform strategy
Reference architectures, adoption roadmaps, and hands-on delivery for RAG, agentic AI platforms, and enterprise GenAI programs. I've led five-zone agentic platform designs, served as technical liaison between Fortune-class clients and hyperscaler engineering teams (Google Cloud, AWS, Azure), and translated pre-GA vendor capabilities into funded, production-scale products.
MCP server design & agentic connectivity
Architecture and implementation of Model Context Protocol servers and hybrid agent connectivity patterns — API gateway integration, BigQuery-direct access, secure tool exposure for business self-service. Includes security review, auth model selection, and transport design.
Claude Code & AI-augmented engineering workflows
Team onboarding, CLAUDE.md design, custom slash commands, hooks, and multi-model switching via LiteLLM or Ollama. Turn Claude Code from a curiosity into a daily force multiplier across your engineering org.
Evaluation, governance & responsible AI
LLM evaluation framework design, regression pipelines, and quality gates for production agent systems. AI governance structures, responsible-AI assessments, and compliance alignment (HIPAA, PCI-DSS adjacent patterns). Stop finding regressions in production.
Technical pre-sales & RFI/RFP support
Executive briefings, architecture reviews, partner-facing discussions, and RFI/RFP responses that align AI platform strategy with measurable business outcomes. I've supported engagements for Fortune-class retail and logistics clients.
$ book a call
Start a conversation
A 30-minute scoping call to see if there's a fit. No commitment.
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