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financeMEDIUM2026-04-26 08:41 UTC

"Beating 250,000 Mental Comparisons: A Cross-Domain Engineer's Entity Resolution Case Study"

TL;DR Operations/Systems engineer recently moved to the software side via AI collaboration. Built a domain-specific entity resolution tool in a handful of evening sessions with Claude Code. Caught about 99.2% of human-detected reconciliation errors when replayed against 8 weeks of historical data

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