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Applied MLProduction2025AI Engineer

Invoice and GL Data Processing Agent

Excel in, Excel out reconciliation for Inclusive Access

PandasopenpyxlPython

One line summary

Merges multi tab invoice and general ledger files, derives course and key fields, applies store mapping rules, and produces summary tabs. Validation checkpoints and row count and sum totals are printed so the model self catches data loss.

Status

Detailed case study is in progress. The summary above and the metadata in the header are accurate. Architecture diagrams, hardest technical challenges, and full results writeups are being authored in the coming days.

What this project covers

Merges multi tab invoice and general ledger files, derives course and key fields, applies store mapping rules, and produces summary tabs. Validation checkpoints and row count and sum totals are printed so the model self catches data loss.

Role

AI Engineer.

Stack

  • Pandas
  • openpyxl
  • Python