Featured Project

Unstructured Data to Financial Ledger: 100% Accuracy

A case study in transforming unorganized image data into clean, compliant, and ready-to-use financial records.

Project Overview

The client provided a set of unorganized and randomly arranged images containing a full year’s cash inflow and outflow data, with each month spread over four photos. I extracted key details including dates, debit/credit descriptions, and balances, and organized them into clear monthly cash ledger accounts.

I then prepared a comprehensive yearly ledger and a concise summary report in Excel. The project was completed ahead of the deadline with **100% accuracy**, ensuring the client received well-structured, error-free, and ready-to-use financial records for decision-making and reporting purposes.

Key Deliverable: Final Excel Ledger

Download the organized and censored final ledger to see the quality of data transformation.

Download Excel File

Project Summary

  • Service Category
    Data Extraction & Bookkeeping
  • Accuracy Rate
    100% Verified
  • Timeline
    Completed ahead of schedule
  • Source Data
    Unorganized Images (3 years total)

Client Data Sample (Unorganized Images)

The following images are samples of the raw, unorganized data provided by the client (one month's worth).

Client Data Image Sample 1

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 Client Data Image Sample 2

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 Client Data Image Sample 3

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 Client Data Image Sample 4

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 Client Data Image Sample 5

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 Client Data Image Sample 6

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Click on any image above to view the raw data that was used for the ledger creation.