AI-Assisted Review Workstation
Reduced 3-hour manual reviews to under 10 minutes per case by turning model probability into explainable, evidence-first review paths for human investigators.
I design human-in-the-loop systems, platform workflows, and AI-assisted experiences that help teams move faster without losing control, clarity, or accountability.
I start with the hardest constraints - compliance, AI uncertainty, auditability, offline behavior - then make them easier for people to navigate.
I align product, engineering, operations, and stakeholders around what will ship and what will work at scale.
I design connected ecosystems, not isolated screens - from design systems across 50+ applications to global workflows serving millions.
Reduced 3-hour manual reviews to under 10 minutes per case by turning model probability into explainable, evidence-first review paths for human investigators.
Redesigned a four-photo room scan into a candidate-led 360-degree AI-validated video scan with transparent triage and live-greeter handoff.
Modernized a legacy fixed-pixel desktop app into a coordinated mobile + desktop check-in journey for high-stakes credentialing at global scale.
Reduced onboarding friction through a 5-day cross-functional design sprint, international validation, and a phased modernization plan for a global candidate portal.
Re-architected a B2B asset platform into a role-tiered, marketplace-style experience that improved distribution, recovery, and admin control.
Modernized a legacy desktop admissions workflow into a tablet-based biometric pilot under offline, certificate-pinned, and audit-grade constraints.
He's the kind of designer you want on complex platforms where the user experience directly impacts trust and operational outcomes. He's exceptional at turning messy constraints into intuitive flows, aligning stakeholders quickly, and delivering high-quality iterations at speed.Greg Anderson · Senior Product Manager
Michael has a strong ability to turn detailed technical requirements into intuitive, user-friendly experiences. He demonstrated excellent systems thinking - balancing user needs, workflows, and platform constraints to deliver a streamlined and scalable solution.Mani Anna · Product Architect
I was always impressed by the clarity and comprehensiveness of the designs and prototypes he created. He knows how to make designs that are clean, functional, and straightforward to implement and develop.Eric Boothe · Senior Software Developer
Whether we were building from scratch or tackling a difficult product revamp, Michael consistently delivered thoughtful, scalable designs. He has a rare talent for articulating the 'why' behind every interaction, ensuring the final implementation matches the original vision perfectly.Michele Huspek · Senior Business Systems Analyst