A selection of work focused on enterprise platforms, human-AI collaboration, and making complex systems easier to use and grow.

Reimagined a legacy check-in experience as a seamless mobile and desktop journey for high-stakes exams at global scale.

Designed a more intuitive biometric admissions experience by moving a legacy desktop workflow into a tablet-based pilot built for secure test centers.

Turned a stressful room-scan step into an AI-guided flow that helps candidates fix problems earlier and move forward with more confidence.

Designed an AI-assisted review tool that helps proctors make faster, clearer decisions while preserving accountability and human oversight.

Led the redesign of a legacy certification portal for 200K+ monthly users, using design sprints and research to simplify the experience and guide rollout.

Reshaped a complex B2B platform into a clearer marketplace experience for managing and distributing high-value training assets.