Applications, tools, and pipelines built to solve real problems. Practical engineering with clean architecture and thoughtful design.
Three-tier architecture for long-term AI memory
LLMs are amnesic. RAG is brittle. I built a memory system that mimics human recall: fast working memory, associative long-term storage, and archival deep storage. It uses a custom router to direct queries to the right tier, optimizing for both latency and cost.
A lightweight, floating bookmark manager for macOS
Bookmarks are buried in menus. Your dock is a digital hoarder's paradise. NeoNav is a floating strip. That's it. No menus. No clutter. No complexity. Just your bookmarks, always visible, always accessible.