Projects · Selected explorations

Small systems.
Useful outcomes.

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.

PROJECT / 01Built

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.

  • RAG
  • LLMs
  • Knowledge retrieval
PROJECT / 02Built

AI × IoT

MQTT × MCP Device Bridge

An MCP integration that gives AI applications a structured way to work with MQTT-connected devices and data.

  • MQTT
  • MCP
  • AI tools
PROJECT / 03In progress

Agent tooling

Portable AI Skills & Automations

Reusable skills, scripts, and end-to-end workflows designed to fit different AI workbenches instead of locking into one tool.

  • Claude
  • Cursor
  • OpenClaw
  • Hermes
  • OpenCode
PROJECT / 04Experimental

Research agents

Real-Estate Deal Research Agents

Agent concepts for researching properties, comparing opportunities, and matching potential deals against a person’s criteria.

  • AI agents
  • Research
  • Decision support
PROJECT / 05Experimental

Personal automation

Personal Task Agents

A collection of explorations for automating everyday workflows—from flight search and booking research to invoice collection.

  • AI agents
  • Workflow automation
  • Integrations

Note These summaries are intentionally high-level. Internal systems and customer information are not included.