The problem I help solve
You've begun work on a computer simulation model in software such as Ansys or COMSOL. You know tools like Claude Code and OpenAI Codex are good at coding, so you try out "vibe-engineering." You encounter the following problems:
- The AI interacts clumsily with the software GUI.
- AI agents have poor understanding of geometry and meshing.
- Vibe-engineering gives you questionable physics and boundary condition suggestions.
- When the AI generates results, you spend more time verifying than if you had just run the simulation yourself.
- You are using AI as a better search engine but you know you could be doing more with agents.
I help solve your actual engineering/physics problems and do so in a way that equips you to drive further studies with agents that have an auditable log of changes so you can be confident in your results.