Document data extraction
Multi-format PDF parsing into clean Excel data
Built format-aware Python extraction workflows for PDFs from different sources, then cleaned and consolidated the results in Excel.
Many → 1PDF formats to clean dataset
Challenge
The input consisted of many PDFs from different providers. Layouts, tables, and field positions varied, so a single rigid parser could not produce reliable data.
Approach
We identified each document pattern, applied the correct extraction strategy, normalized field names and values, and added careful cleanup rules.
Result
Multiple inconsistent document sources became a consolidated, reviewable Excel dataset ready for downstream work.