PocketLedger
About the project
Informal traders in Zimbabwe still track daily sales and customer credit (chikwereti) in paper notebooks. That makes it hard to prove cash flow when applying for micro-loans.
PocketLedger lets a vendor photograph a ledger page or input a voice description. Gemini multimodal vision reads the handwriting, extracts line items, classifies cash versus credit, and returns a structured JSON summary. The Streamlit app shows revenue, cash received, outstanding credit, a short business-health note, and a downloadable statement.
This is AI-assisted indexing for preliminary proof-of-business. It is not a certified tax or accounting audit. Images are processed in memory for the session and are not stored permanently.
Built with
Python, Streamlit, Google Gemini API (gemini-3.6-flash), google-genai, Pandas, Pillow
Prize Categories Entered
- Submitted
Best Use of the Google Gemini API