Projects

These are some examples of what's possible when AI meets enablement in practice.

Waypoint: Student Success Nudge Agent

Waypoint is an open-source, proof-of-concept AI agent that identifies students who need a timely advisor nudge. Built for under-resourced institutions that can't support a full CRM or advising platform.

Ingests a standard SIS CSV export with minimal connectivity requirements: rules and database run on-device; API calls are batched and minimized
Applies deterministic rules to flag students one course away from completion or building credit momentum
Routes ambiguous cases to Claude for nuanced reasoning, keeping token usage and costs low
Advisor confirms every flag before any outreach is sent — no automated actions

GitHub

Student Success Multi-Agent Workflow

The Student Success Workflow is an AI-powered multi-agent system that detects at-risk students, reaches out automatically, and routes information to the right offices — all while enforcing FERPA compliance.

Proactive risk detection across GPA, attendance, financial aid, and accommodation policy rules
Automated student outreach with AI-interpreted response handling
FERPA-compliant routing that enforces data access rules between departments in real time
Built to demonstrate multi-agent orchestration, policy-as-code design, and responsible AI in higher education

Certification Question Generator

The Certification Question Generator is an AI-powered workflow that transforms any document, webpage, or text into professional-grade certification exam questions in seconds.

Domain-agnostic ingestion via PDF upload, URL, or direct text input
Psychometrically sound question generation following 15 professional exam development rules
Single and multiple answer formats with plausible distractors and rationale
Built to demonstrate applied AI, structured output prompting, and workflow design

PAL — Partner Agent, Learning

PAL is an AI-powered learning agent that guides partner professionals through certification-ready training paths using RAG architecture.

Sequential course recommendations across Sales & Delivery tracks
Live progress tracking with milestone badges
Knowledge-grounded responses from real course content
Built to demonstrate applied AI and conversational UX

Convince Me! AI Sales Simulator

Convince Me! is an AI-powered sales simulator that helps GTM and partner professionals sharpen consultative selling skills through live conversations with randomized buyer personas.

Five distinct buyer personas, each with a hidden objection profile
Real-time conversational practice with no scripted outcomes
Structured coaching debrief after every session
Built to demonstrate applied AI and persona-driven agent design