I will automate bulk PDF to excel data extraction and cleaning
Data Automation and Python Engineer, High Speed, Zero Errors
About this Gig
Most freelancers manually type your PDF data into Excel, which takes days and guarantees human error. I use custom Python scripts to extract your data with 100% machine accuracy.
Whether you have 50 or 5,000 pages of invoices, receipts, or forms, my automated pipeline extracts the text, cleans the formatting using Pandas, and delivers a flawless Excel database.
️ STRICT REQUIREMENT: NATIVE/DIGITAL PDFs ONLY To guarantee a 0% typo rate, I strictly extract from digital PDFs (documents where you can highlight the text with your cursor). I do NOT accept scanned images, photos, or handwritten notes. Note: If your bulk batch contains hidden scans, my script will safely log and skip them to protect your database integrity. You will receive an "Exceptions Report" for those skipped files.
️ Why Automated Extraction is Better:
- 0% Typo Rate: Machines don't misspell names or misread numbers.
- Lightning Fast: What takes a human a week takes my scripts hours.
- Advanced Cleaning: I use Python to structure the data, remove duplicates, and format dates/currencies perfectly.
PLEASE MESSAGE ME WITH 1 SAMPLE PDF BEFORE ORDERING! Every system formats PDFs differently. I will do a free 5-minute technical
Technology:
Excel
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Google Sheets
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Python
FAQ
Do you accept scanned PDFs or photos of documents?
No. I specialize in 100% machine-accurate data extraction. Scanned images require OCR (Optical Character Recognition), which introduces spelling errors and bad data. I strictly process native/digital PDFs so I can guarantee your final Excel file is completely flawless.
I have over 5,000 PDFs. Can you handle that kind of massive volume?
Absolutely. Because I am a developer writing custom Python scripts rather than manually typing, processing 5,000 pages takes exactly the same amount of effort as 50. Please message me with a sample file and I will send you a custom bulk quote!
Can we hop on a quick Zoom or Skype call to discuss the project?
I handle all project communication directly through Fiverr's messaging system. This allows me to maintain a strict, written paper trail of your exact column requirements and technical details so I can code the script perfectly the first time.
Are my documents and financial data kept secure?
100%. I do not use third-party online "PDF Converters" that store your data. I process all files locally using Python. Your documents are permanently deleted from my local environment the moment the order is marked as complete.
Can you format the Excel file so I can upload it straight to my CRM?
Yes! If you select the "Custom CRM Format" extra at checkout, I will use Python Pandas to clean the data, rename columns, and structure the final CSV so it perfectly matches your HubSpot, Salesforce, or custom software import template. No manual editing required on your end.
Do you provide the actual script so my team can run it next month?
Yes. If you receive similar invoices or forms every month, you can purchase the "Python Source Code" extra. I will deliver the fully commented .py file so your internal team owns the automation and can run it completely free forever.

