Technical advisory
Applied AI for Engineering Teams
I help small engineering and R&D teams apply AI to real technical workflows.
For many teams, the challenge is not access to AI tools. It is figuring out where they are genuinely useful, what is worth building, and what can be improved with relatively lightweight changes.
Practical Opportunities
- Automating repetitive analysis, reporting, and technical workflows
- Making engineering documents, test results, and past projects easier to search and use
- Improving R&D and experimental workflows
- Evaluating AI tools, vendors, and technical approaches
- Defining practical pilot projects before committing to larger development efforts
My background is in applied machine learning for engineering and physical systems, including scientific ML, materials informatics, automated experimentation, surrogate modeling, and AI-assisted engineering workflows.
From Assessment to Pilot
I work with teams through focused reviews and advisory engagements. We can examine a workflow, compare technical approaches, or pressure-test an AI project before significant time or money is invested.
The result is a clear recommendation: what to pursue, what to avoid, and a sensible first step.
Get in Touch
If your team is exploring AI for an engineering or R&D workflow, feel free to reach out.