Projects
Selected projects built around real operational needs.
These projects sit at the intersection of business, operations, and technology. The common thread is simple: build systems that people can actually use.
Featured work
Each project starts with a practical problem and ends with a more usable system.
Product builder and system designer
QSC Audit App
Restaurant quality audits were manual and fragmented, making it difficult to track patterns, analyze issues, and maintain consistency across stores.
Designed and built a multi-platform digital audit system (Web, iOS, Android, Windows, macOS) using Flutter and Supabase. The app standardizes quality checks with structured scoring, real-time reporting dashboards, notification workflows, and OPS action plans — giving teams clear visibility and faster issue resolution across all stores.
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Product creator and technical architect
TrueLens
As AI-generated images become increasingly realistic, it is harder for people to distinguish authentic content from synthetic media, creating trust and verification challenges.
Built a proof-of-concept application that analyzes images and returns a trust score indicating the likelihood of AI generation. The system uses Flutter Web for the frontend, FastAPI for the backend, and Supabase for data storage — with plans for mobile expansion and multi-format scanning (text, URL, video).
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QSR AI Hackathon Initiative
Many teams were curious about AI but lacked practical experience applying it to real work scenarios.
Launched an internal AI hackathon program where teams used AI tools on real operational and marketing challenges, helping accelerate digital adoption across departments.
Concept creator and product architect
AI Music Portal for Restaurants
In-store music is often static and disconnected from brand identity or time-of-day atmosphere.
Developed a system for generating and managing AI-created music playlists tailored to different restaurant environments and moments of the day.
Creator and developer
Gamehub
Building small interactive games and experiments had always been a personal interest, but without a dedicated home they remained scattered and hard to share.
Created a personal game portal that brings together casual games, interactive experiments, and playful side projects in one place — a creative outlet alongside serious work.
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