Structured ingestion pipeline for operational field data submitted via PDF forms.
Researchers submitted assistant usage records via Microsoft Forms. The submissions were converted to PDF and required manual extraction into spreadsheets — introducing inefficiencies and data inconsistencies.
Collaborated on API structure and implemented the parsing logic responsible for extracting structured data from submitted PDFs. Designed validation patterns and ensured repeatable automation across the workflow.
Python · REST API · PDF Parsing · Power Automate · Excel Automation
Reduced manual data handling, improved operational accuracy, and established a repeatable ingestion architecture for assistant usage records.