Batch geocoding with AI correction
2025 · Prototype
Bingus Geocoder
Finds coordinates for a spreadsheet of addresses and uses AI to repair the ones that fail.
Context
Bulk address lookups always leave a pile of failures: typos, missing postcodes, odd formats.
What I built
- 01Batch geocoding from an Excel file
- 02An AI step that corrects typos and incomplete addresses, then retries
- 03Drag-and-drop upload and progress tracking
Stack
- Python
- Flask
- Nominatim
- OpenAI API
What it shows
A model is most useful at the edges of an ordinary automation, on the rows a fixed rule cannot handle.
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