Projects Overview
Engineering case studies focused on developer platforms, AI-assisted software development, educational technology, backend systems, and infrastructure.
Project Pulse
AI Engineering Lab
Weird AI
CourseUpdater
Lightweight developer-tooling created to streamline repository management in software engineering courses.
Design Philosophy
These projects share a common goal: designing systems that improve the way software is built.
Whether the system is an automated assessment platform, an AI-assisted development lab, an educational language model, or a repeatable workflow for student learning, I approach each project as a platform for making developers more effective. The technical details vary, but the design priorities remain consistent: clear architecture, useful feedback loops, maintainable systems, and practical tools that help people build better software.
Make feedback faster
Good systems shorten the distance between action and understanding.
Design for maintainability
Architecture should make future change safer, clearer, verifiable, and less expensive.
Build platforms, not one-offs
The best tools create reusable foundations for future work.