📰 Dev.to · Siyana Hristova
Articles from Dev.to · Siyana Hristova · 4 articles · Updated every 3 hours · View all reads
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⚡ AI Lessons (10993)
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Dev.to · Siyana Hristova
2w ago
How to fuzzy-match 1M rows with dbt in under 10 minutes (2026 guide)
Duplicate records rarely look like a priority at first — until they start breaking reporting,...
Dev.to · Siyana Hristova
1mo ago
Fuzzy-match millions of rows in Databricks (2026)
When you fuzzy-match 10 million rows, you aren't "just comparing strings." A naïve dedupe implies...
Dev.to · Siyana Hristova
1mo ago
Scaling Fuzzy Matching: From Local Scripts to Production Pipelines
I’ve handled fuzzy matching across the spectrum: academic research, scrappy startups, and...
Dev.to · Siyana Hristova
1mo ago
I built a fuzzy matching engine that's 300x faster than RapidFuzz on 1M records
Fuzzy matching is one of those tasks that feels "easy" until you hit real-world data volumes. If...
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