🤖 AI & Machine Learning

Rust Scrapes Canada's Grant Goldmine — With BERT for Brains

Python scrapers? So 2023. This Rust-ETL monster rips through Canada's grant portal, tags funding with BERT smarts, and tees up analytics no one's touched before.

theAIcatchup Apr 10, 2026 4 min read
Flow diagram of Rust scraper extracting Canadian grants, BERT classifying by sector, outputting to CSV dashboard

⚡ Key Takeaways

  • Rust delivers real speedups for large-scale scraping over Python, ideal for ETL hot paths. 𝕏
  • Zero-shot BERT enables fast, label-free classification, turning raw grants into sector insights. 𝕏
  • Modular pipelines — extract/transform/load separated — speed iteration and scale effortlessly. 𝕏
Published by

theAIcatchup

Community-driven. Code-first.

#Canadian grants data #ETL pipeline #Rust ETL #Rust scraping #data pipeline #data scraping #government data scraping #government grants data #zero-shot BERT

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Originally reported by Dev.to

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