Selected work · six product systems

Interfaces built for consequential decisions.

Product proof across human-AI systems, enterprise SaaS, platform design, identity & trust, and complex workflows.

AI-Assisted Review Workstation showing reviewer video, evidence, and decision controls
Primary product proof · Shipped reviewer workflow
AI-Assisted Review dashboard and review interface shown together
Supporting state
Case 01 · Human-AI decision systems

AI-Assisted Review Workstation

Evidence-centered review with explicit human decisions.

Cross-device remote check-in shown across desktop and mobile
Primary product proof · Shipped, scaled global platform
Cross-device identity capture and handoff process
Supporting state
Case 02 · Cross-device service · 0→1 → scale

OnVUE Remote Proctoring

Cross-device check-in with shared state and recovery.

AI-guided workspace scan preparation and live capture sequence
Primary product proof · Validated proof of concept
Live workspace scanner guidance and retry states
Supporting state
Case 03 · Computer vision · bounded human-AI recovery

AI-Guided Environment Validation

Guided capture, specific issues, bounded retry, and human handoff.

Candidate portal shown across desktop and mobile
Primary product proof · Validated North Star + phased roadmap
Candidate portal dashboard and workflow states
Supporting state
Case 04 · Candidate platform · strategy → tested direction

Certiport North Star

Candidate-first direction on an extensible platform foundation.

Enterprise Asset Manager shown across desktop and mobile
Primary product proof · Shipped enterprise platform
Enterprise Asset Manager administrator details and inventory view
Supporting state
Case 05 · Enterprise SaaS · multi-tenant administration

Enterprise Asset Manager

Role-aware inventory, distribution, assignment, and requests.

Tablet biometric admissions prototype showing palm-capture states
Primary product proof · Prototype and interaction-design evidence
Biometric palm-capture success and failure states
Supporting state
Case 06 · Native tablet · hardware-aware trust workflow

Biometric Admissions

Hardware-aware palm capture with explicit failure recovery.

// Talk about a complex product

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