Learning & Resources
Deep dives into AI systems, web architecture, and interactive development through working demos, technical writing, and applied research.
Interactive Experiments
Interactive demos covering core AI patterns. Try them yourself.
AI Lab Experiments
Interactive demos exploring RAG systems, voice interfaces, and prompt security. Learn by experimenting with real implementations.
Try the AI LabPrompt Injection CTF
A 7-level capture-the-flag game teaching AI security concepts. Learn how prompt injection attacks work and how to defend against them.
Try the Security LabRAG Knowledge Search
See how retrieval-augmented generation works under the hood. Search documents and get AI-generated answers with source citations.
Try RAG SearchVoice Assistant Demo
Experiment with real-time speech recognition and tool calling. Explore how voice interfaces can be built with modern AI APIs.
Try Voice AssistantWriting & Case Studies
Topics I Write About
I write about lessons learned from building interactive systems, AI engineering challenges, and patterns that work in production.
- Building RAG systems with proper guardrails
- Voice interface design for public spaces
- Accessibility patterns in interactive systems
- Lessons learned from museum kiosk development
- AI safety and prompt engineering best practices
- Managing complexity in multi-tenant CMS platforms
Current Focus Areas
Current areas of focus and active development.
AI Safety Tools
Exploring guardrails, content filtering, and prompt injection prevention
Interactive Systems
Patterns for building reliable public-facing kiosks and installations
Developer Education
Making complex AI concepts accessible through hands-on demos
Let's Connect
Always open to connecting with developers and technologists working on interesting problems. Let's talk.
Learn More About Me
From sound engineering to AI systems. Discover the journey that shaped how I build technology.