WhatsApp & Telegram AI Agents
Scanned attendance sheets turned into clean Excel
Operations team
- Before
- Scanned attendance PDFs typed into Excel by hand
- After
- One master workbook, people review only the uncertain rows
The problem
Large scanned attendance PDFs were typed into Excel by hand, slowly and with errors.
My responsibility
Designed and built the extraction application
Work performed
- Batch processing of scanned PDFs into a structured master workbook
- Confidence score on every row and review flags for uncertain values
- Checks for missing and inconsistent data before export
Technology used
How I work with these technologies:
Evidence
Client details, data and screenshots stay private. I am happy to walk you through the system and its results on a call.
The outcome
- No more typing attendance from scanned PDFs by hand
- Every row shows how confident the extraction is, so people only review what is uncertain
- One master workbook instead of many scattered files
Want a result like this?
Message me on WhatsApp and tell me what slows your team down. The first 30-minute call is free.