Interface (how to reach me)

If you want to connect about a PhD opportunity, research collaboration, or a digital design/verification role (especially where GenAI is used seriously), reach out.

I respond fastest on email and LinkedIn.

  • Primary: Email · LinkedIn
  • Evidence: Publications · Case studies · GitHub artifacts

Direct contact

Academic profiles

Code and artifacts

If you’re hiring or collaborating

Send a short message with context (role/PhD topic + your timeline). I can share additional artifacts that are safe to discuss.