Project Portfolio

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Foundational research and strategic service design to optimize the end-to-end referral funnel, utilizing trust-building features to reduce churn and redefine the experience for tax professionals and clients.

Embedded contextual research across four CS courses with a 96-student cohort to diagnose platform-level frictions in an existing third-party LMS. Findings informed the build decision and MVP specification for BRBYTES’ in-house learning platform, now serving 106 schools across Louisiana.

Designed a controlled experiment (N=58), triangulating physiological sensors with psychometric surveys to measure the hidden costs of automation. Revealed that ‘human-in-the-loop’ systems build significantly higher trust.

Diagnosing adoption barriers for an enterprise service tool through large-scale qualitative testing (N=76).



Redesigned the university’s critical safety compliance portal. Reduced emergency reporting time by an average of 87% across all user groups through rigorous usability testing and information architecture restructuring.

Comparative Study of Lower Arm Muscle Activity of Riveters with and Without a Side Handle

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