My work informs my degree, and my degree informs my work. This portfolio shows how graduate coursework and enterprise practice reinforce each other through analytics, database thinking, workflow design, governance, and communication.
Start with the background, perspective, and operating philosophy behind the work.
Move through the three system stories: financial control, compliance, and inventory.
Open the portfolio paper, supporting documents, and evidence packets behind the case studies.
See how coursework and production work became one applied data science method.
Use the presentation page as the final guided walkthrough of the portfolio.
A fragmented reconciliation process became a structured control workflow. The work combined data cleaning, variance detection, trend logic, audit preparation, and human review.
A high-consequence reporting process became a more reliable review and sign-off system. The focus was traceability, role clarity, compliance evidence, and defensible documentation.
Expiration-sensitive inventory became a prioritization surface for operational action. The system emphasized FEFO logic, exception review, snapshot evidence, and practical adoption.
The portfolio intentionally avoids proprietary code, internal data, production screenshots, exact financial values, internal system names, customer/vendor details, and protected operational identifiers.
The evidence shown here is generalized, sanitized, or synthetic by design.