Engineering
System design, integration, software architecture, testing, and the practical discipline of making complicated things work together.

An independent engineering and creative initiative by Todd Hahn, bringing human imagination and AI collaboration to software, simulation, and music.
Ideas begin somewhere.
Inspiration drives creativity.
Creativity builds inspiration.
flight trAIner
What began as a question about learning to fly has become a hands-on exploration of AI engineering, simulation, architecture, and conversational instruction.
Explore the projectSIM COMPANION / WORKING PROTOTYPE

Sim Companion is a practical AI voice companion for Microsoft Flight Simulator. The working prototype explores spoken interaction, aircraft telemetry, and physical push-to-talk controls. Live simulator validation remains in progress.
Along the way, the project has become a testbed for voice interaction, responsiveness, reliability, and the practical costs of conversational AI.
Explore Sim CompanionI've spent more than three decades learning how to turn ambiguous problems into systems that work. Today I'm applying that foundation to AI engineering—not by leaving software engineering behind, but by extending it.
I own the vision, product direction, requirements, architecture, testing, and final decisions. ChatGPT and Codex contribute technical reasoning, implementation, and development assistance. The work is a collaboration guided and reviewed by me.More about how I build.
System design, integration, software architecture, testing, and the practical discipline of making complicated things work together.
LLMs, context, conversational design, local AI, agentic development, and the emerging practices around building software with intelligent systems.
Music, composition, simulation, and technology as a medium for making something that did not exist before.
Ideas begin somewhere.
This is where some of mine are made.