Selected work & demos

An AI workflow that reviews 8D reports for logical consistency, evidence sufficiency, and recurrence prevention gaps — before they reach the customer.

A decision-focused SPC view for Cpk, control charts, trend detection, and process capability signals that quality engineers can act on.

An anonymized manufacturing FA walkthrough: problem → evidence → hypothesis → verification → root cause → corrective action → prevention.

A lightweight closure workflow for SMT audit findings: owner, due date, evidence, verification, and closure status — designed for manufacturing reality.