Portfolio
Projects
Real tools I use every day, explained end to end — architecture walkthroughs, stack annotations, and the logic behind every layer.
Educational
AI Agent Infrastructure
Memory
Cross-client long-term memory — a worked example of how vector search, LLM extraction, and cloud functions combine to give AI tools persistent understanding.
Library
A personal research library searchable by AI — and a worked example of what makes semantic search actually good.
News
A daily AI/EdTech news digest — and a worked example of how to test whether an AI system matches your judgment.
Outlook
An MCP server for personal Outlook — and a worked example of how to wrap any REST API as an AI tool, safely.
Document Search
A local-first document search tool for AI — and a worked example of when to keep everything on your own machine.