Engineering Process

Systems

How I structure design, manufacturing, and validation work so teams can move quickly without losing rigor.

Design Reviews

  • Translate requirements into measurable constraints before CAD starts.
  • Run DFM/DFA checkpoints on every concept iteration.
  • Document trade studies with rationale, not just final picks.

Documentation

  • Keep revision-aware design notes tied to assumptions.
  • Use concise SOP-style build instructions for repeatability.
  • Track tolerance-critical decisions and sign-offs.

Testing & Validation

  • Define acceptance criteria before fabrication.
  • Prefer repeatable measurement setups over one-off demos.
  • Capture failures with root-cause notes and next actions.

Tooling & Data

  • Automate repetitive checks with Python/VBA.
  • Use structured logs to compare revisions objectively.
  • Keep dashboards minimal and tied to decisions.