Portfolio

Building AI That Ships

I build intelligent systems that solve real problems—from Quality Assurance agents to global engineering organizations. My work spans AI product strategy, agentic workflows, and executive leadership & business strategy.

175+
Engineers Led
$12M+
Capital Raised
20+
Products Shipped
2 Billion+
LLM Tokens in Production

Deep Dives

Featured Work

Each project showcases end-to-end execution: from identifying core challenges to delivering measurable business impact.

Quality Assurance Agents & IDE Orchestration

Built an LLM-powered platform for AI test generation with MCP servers and IDE orchestration. Directed engineering, data, and product to deliver multi-tenant AI infrastructure aligned to enterprise requirements.

LLMAgentsMCPDevEx

Scaling from 0 to 175+ Engineer Organization

Built a global engineering org delivering embedded product teams for enterprise clients; standardized data and automation workflows and negotiated enterprise contracts to achieve profitable growth.

LeadershipDeliveryOperations

AI Strategy for Immersive Learning

Advisor on LLM integration and MLOps for adaptive, VR/AR-based workforce training content.

StrategyPrototypeLLM

Capabilities

What I Bring to the Table

AI Product Leadership

  • • LLM-powered product roadmaps and go-to-market
  • • Agentic workflows with MCP servers & IDE orchestration
  • • Enterprise MLOps and governance frameworks

Engineering & Operations

  • • Built and scaled 175+ engineer global organizations
  • • Data platforms, automation, and knowledge systems
  • • Enterprise contract negotiation and delivery

Strategic Advisory

  • • AI/ML architecture and technical due diligence
  • • VR/AR learning platform AI integration
  • • Board-level guidance through transitions and exits

Technical Expertise

  • • LLM evaluation, prompt engineering, RAG systems
  • • Multi-tenant AI infrastructure and security
  • • CI/CD, observability, and change management

Let's Build Something Together

Whether you're looking for strategic guidance, technical leadership, or hands-on execution—I'd love to discuss how I can help accelerate your AI initiatives.