ryan.os

Business change leader
turning ideas into working systems.

I'm Ryan — Business Change Manager at Elevance Health by day, builder of AI tools, automation workflows, and software experiments by night. This is my lab. Everything here is something I'm curious about, working on, or shipping.

Explore Projects What I'm doing now

System Status

Experiments Active

Projects Shipped

Ideas Brewing

In Exploration

Active Experiments

View Lab

exp-001Active

Smoothies — Fresh Pavement Finder

An Android app that scrapes city paving data to find freshly paved streets for longboarding. Because nothing beats riding on fresh asphalt. Pulls municipal road data, maps it, and alerts you to smooth new pavement in your area.

AndroidCity Data

exp-002Active

LLM Prompt Engineering Patterns

Exploring advanced prompt engineering techniques including chain-of-thought, few-shot learning, and system prompt architecture for reliable AI outputs.

GPT-4Claude

exp-003Active

React Component Architecture

Studying modern React patterns including compound components, render props, custom hooks, and state management approaches for scalable front-end applications.

ReactTypeScript

exp-004Active

AI Agent Frameworks

Experimenting with autonomous AI agent frameworks like LangChain and CrewAI to build multi-step reasoning systems that can decompose and solve complex problems.

LangChainCrewAI

exp-005Active

RAG Knowledge Systems

Building Retrieval Augmented Generation systems that combine organizational knowledge bases with LLMs for context-aware AI assistants.

RAGVector DB

Project Spotlight

appLivelagunawichita.com

Laguna POS System

Designed and built a complete POS system for AGUAS GORDITAS TACOS La Laguna in Wichita. Features a custom menu interface, order management, and a streamlined workflow tailored to the restaurant's real-world needs.

ReactViteJavaScriptCSS

dev notes

> The restaurant needed a fast, reliable digital ordering system customized to their specific menu and workflow — off-the-shelf solutions didn't fit.

> status: production

> users: real customers, daily

Visit live site

lagunawichita.com

AI Document Analyzer

An intelligent tool that uses AI to parse, summarize, and extract insights from complex business documents.

PythonOpenAI APIStreamlit

automation

Workflow Automator

An automation suite that streamlines repetitive business processes through intelligent task orchestration.

PythonZapier APINode.js

All projects

Idea Sandbox

All ideas

AI ToolExploring

Meeting Copilot

An AI that joins meetings, transcribes in real-time, and generates structured summaries with action items. Could plug into existing calendar and note systems.

Business ToolSpark

Change Readiness Scanner

A diagnostic tool that surveys an organization and generates a change readiness score with specific recommendations. Built on Six Sigma assessment frameworks.

Data ToolExploring

Process Mining Visualizer

Feed in event logs from a business process and get an automated flow diagram with bottleneck detection. Applies DMAIC thinking programmatically.

AI ExperimentSpark

Personal Knowledge Base

A RAG system that indexes my notes, bookmarks, and learning materials. Ask it anything and get answers grounded in things I've actually read and studied.

exp://

Lab Notebook

Experiments & research

sys://

Skills

Technical capabilities

Ideas & thinking

Open a channel