Projects / 2023-Present
A curated set of projects that taught me about interaction design, architecture, deployment, security, integration, and maintenance.
Each entry covers the problem, implementation, and lessons from operating the result.
GuessThatStat turns practice questions into a focused game loop with answer evaluation, immediate feedback, score tracking, and question progression. It began as a practical study tool for classmates and became an exercise in shipping a real product for real users.
My self-hosted environment is a practical laboratory for the work that begins after an application leaves a development machine. I plan deployments, manage access, investigate failures, monitor services, and document changes across virtualized, containerized, and cloud-connected systems.
Ripuz explores how independent utilities and data sources can become one repeatable system. The project combines a FastAPI service, a persistent job queue, metadata processing, subprocess coordination, a browser interface, and containerized deployment.