SELECTED WORK

Systems with a clear job and a human handoff.

I share work when I can describe it accurately. This page includes a university system in development; it does not claim a client deployment or measured commercial results.

UNIVERSITY CAPSTONE · IN DEVELOPMENT

Smart Query Routing & Email Automation System

A university communication platform designed to classify incoming student email queries, route them to the responsible department and give staff a role-based view of the work.

THE PROCESS

Student emails arrive across topics such as exams, finance, registration and technical support.

THE SYSTEM

Gmail ingestion and workflow orchestration, FastAPI services, Supabase data storage and AI-assisted classification.

HUMAN CONTROL

Department staff handle the actual response and exceptions; the system supports sorting and routing.

STATUS

Academic build in progress. No production performance claims.

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