This page contains a formal portfolio document, a supplemental reflection paper, and three supporting evidence packets for case studies drawn from applied systems work in a regulated industrial operations context. The materials are sanitized for public review and do not include proprietary data, internal screenshots, customer/vendor details, or protected operational identifiers.
Formal portfolio document with case studies, visuals, and technical evidence links.
Supplemental reflection on the course-to-production feedback loop and professional method.
Price-change reconciliation, variance review, control workflow, and audit-ready evidence structure.
Compliance review workflow, sign-off accountability, audit defensibility, and structured review-state control.
FEFO logic, expiration-aware prioritization, exception detection, and operational intelligence.
Academic project page with the final report, notebook PDF, and presentation viewer. This project preserves the academic NLP classification work without turning the site into a course catalog.
Research layer extending the NLP project into source-aware discourse exploration, sentence-frame evidence cards, and an interactive graph prototype.
Open the sanitized evidence packets for the three operational data systems case studies.