Engineering roots.
An AI direction.

I’m Muhammad Sumair Ghouri, an AI automation consultant and PhD researcher based in China.

My background spans civil engineering, construction project coordination in the UAE, and practical AI workflows. I help connect the information a company holds with the work its people need to do.

I lead requirements, research, and interpretation, using AI assistance for coding and debugging. My focus is making the whole workflow useful: the inputs, the decisions, the outputs, and the handover.