Knowledge systems
Internal Knowledge RAG
A retrieval-augmented assistant that helps people find useful answers across an internal knowledge base. Details and source material are intentionally kept private.
Projects · Selected explorations
A collection of things I’ve built, am building, or want to understand by making. Project status is called out so experiments don’t pretend to be finished products.
Knowledge systems
A retrieval-augmented assistant that helps people find useful answers across an internal knowledge base. Details and source material are intentionally kept private.
AI × IoT
An MCP integration that gives AI applications a structured way to work with MQTT-connected devices and data.
Agent tooling
Reusable skills, scripts, and end-to-end workflows designed to fit different AI workbenches instead of locking into one tool.
Research agents
Agent concepts for researching properties, comparing opportunities, and matching potential deals against a person’s criteria.
Personal automation
A collection of explorations for automating everyday workflows—from flight search and booking research to invoice collection.
Note These summaries are intentionally high-level. Internal systems and customer information are not included.