Applied AI Engineer · Jan 2026–Present
Loan Labs
Early-stage mortgage technology startup · Internal and pilot workflows
What I worked on
- Re-architected Lois from one-off Ruby LLM calls into a LangGraph agentic system on Amazon Bedrock AgentCore for mortgage-document classification, lender-specific renaming, and policy validation.
- Built agent-facing Rails APIs, borrower email intake, and an in-product conversational interface so users could handle loan documents and initiate agent actions in LoanOS.
- Designed fail-closed authorization for Composio integrations: tenant/owner scoping, separate write/send/merge/archive permissions, reviewed tool allowlists, and execution-time checks that invalidate revoked access.
- Connected CRM and document workflows across Google Drive, Box, Salesforce, HubSpot, Pipedrive, OneDrive, and SharePoint with fine-grained access controls and blocked delete actions.
- Introduced an AI-assisted software delivery workflow linking Linear/Notion product context, technical specifications, shared company knowledge, and senior-engineer code review.
What to discuss
These are selected public facts from my résumé. I’m happy to walk through the decisions, tradeoffs, and my specific contribution in a conversation.