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AbdulmalikAlayande / Amala-Atlas

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Community-driven location intelligence platform for discovering, mapping, and verifying Nigeria's best Amala food spots — powered by WhatsApp bot submissions, AI discovery agents, and human verification. Because the best Amala spots don't have Google listings.

python django mapping twilio rest-api geospatial django-rest-framework crowdsourcing google-maps-api community-driven whatsapp-bot nigeria amala location-intelligence food-tech food-discovery african-food verification-pipeline
  • Updated Mar 13, 2026

AbdulmalikAlayande / amala-atlas-auto-discovery

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[Archived] Scrapy-based autonomous web crawler that used an 8-stage NLP pipeline to discover Amala food spots from Nigerian food blogs. Replaced by lightweight agents and community-driven WhatsApp submissions in the backend API — because the best spots aren't on the internet.

python nlp sqlalchemy geocoding web-crawler spacy archived web-scraping scrapy readability webscraping deduplication data-pipeline content-extraction nigeria geopy amala spacy-nlp food-discovery african-food
  • Updated Mar 13, 2026
  • Python

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