Trust Scores App
A review verification platform designed to make identity checks fast, affordable, and enterprise-ready.
Built as a product engineering project at BYU, Trust Scores combined facial recognition, verification flows, and scalable architecture to validate online reviews without creating heavy user friction.
Role
Product Engineer
Timeline
Jun 2025 - Oct 2025
Tech
What needed to be solved.
Review platforms need trust, but most verification systems either create too much friction or cost too much to run at scale.
Solution approach
I helped engineer a lightweight full-stack verification flow that balanced identity confidence, speed, and enterprise viability.
Outcomes
- • Built a modern web experience around identity verification.
- • Designed for future enterprise use with a scalable SDK-oriented direction.
- • Focused on reducing friction so verification felt fast rather than burdensome.
Designed to show screenshots and demos cleanly.
These slots are ready for your real assets. Add images or videos into `public/images` and `public/videos`, then point the file paths in `content/site-data.ts` to them.
The Trust Scores review widget highlights verified reviewers with a clear badge and hover details.
Marketing homepage that explains how Trust Scores brings trust and verification to online reviews.
The face verification flow that keeps identity checks fast while staying production-ready.
Product demo video slot
Drop in your best product walkthrough or verification flow demo.
The most important recruiter-facing takeaways.
These bullet points are intentionally outcome-driven so a recruiter can scan fast and still understand the value of the project.
Reduced verification cost per user by 98%.
Created a verification experience that took roughly 10 seconds.
Translated research goals into a production-minded system with room to scale.