Hi! I’m an AI Product Manager building cutting-edge agent frameworks and production-ready AI intelligence suites for highly regulated enterprise environments.

While many talk about AI theory, my day-to-day is focused on executing real-world AI implementation where compliance constraints (CFPB, RESPA, ECOA) make adoption uniquely challenging. I specialize in taking SaaS APIs and transforming them into sophisticated AI agents capable of complex financial workflows.

My Production Experience Includes:
- Intelligent Document Processing & Task Automation: Building pipelines that extract unstructured data from complex financial documents to automate multi-step enterprise workflows.

-Autonomous Analysis & Qualification: Designing agentic behavior for high-stakes calculations, including income and debt analysis to drive faster qualification determinations.

-Conversational AI & Beyond: Moving past standard chatbots to deploy contextual, AI-assisted communication tools that enterprise customers will actually pay for.

How I can help you:
-Break into AI/ML Product Management: Learn the actual technical stack, prompt engineering constraints, and architectural patterns (like Model Context Protocol and API integrations) required to build AI overlays and admin portals.

-Navigate AI Compliance: I’ll teach you how to design AI Governance Committees to manage risk, and safely ship AI features within strict legal frameworks.

-Go-To-Market & Pricing for AI: Move from "cool AI demo" to a commercially viable product. I'll show you how to structure financial models, determine pricing, and build investment cases for AI tools.

If you want to skip the basic PM theory and learn how to actually build and ship production-grade AI agents, apply to work with me.