01
Multi-channel claims assistance
I independently designed an asynchronous claims-assistance prototype for web, phone, and SMS. The web and phone demo covered public questions, service procedures, authentication transitions, structured claim intake, form submission, and document upload routing and prefill.
Because production claims and client data were unavailable, I researched service contracts and built mock integrations plus an administrative testing interface.
02
Trust and evaluation
The assistant used workflow-encoded skills, public-source citations in the web experience, user-scoped information, domain boundaries, and modality-aware behavior. I evaluated it with four claims-stage personas and LLM-as-judge testing.
Tool failures were designed to degrade safely, with human escalation in web and phone and a graceful way to complete calls.
03
Knowledge workflows
As a side project, I built connectors over enterprise sources I was authorized to access and turned their documents into linked topic pages. A daily freshness flow identified new material, summarized it, linked back to primary sources, and refreshed relevant topics.
The goal was richer, traceable answers across enterprise context—not a replacement for source systems or their permissions.
04
Developer discovery tools
I built a local AI-searchable knowledge base and read-only discovery tools for a large low-code rules corpus. I packaged the workflow and trained three developers to incorporate it into their own work.
Public details are intentionally limited to the workflow and training; internal system mechanics and corpus figures are omitted.