@potapov
arseniy
@potapov
Senior Software Engineer · AI-augmented development & production data systems
Joined February 2026
About
Senior software engineer building production AI/data systems. I write about what actually works — from AI-augmented development to legacy code modernization. Previously: ad-tech, govtech, crypto trading platforms.
Blog: https://potapov.dev/blog
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arseniy's blogs
Recently published
AI Data Cleaning in Production: From Toy Demos to Real Pipelines
Feb 20 · 19 min read · In December 2022, I wrote an article about using AI to clean data. I was excited. GPT-3 had just become accessible, text-davinci-003 could parse messy CSV rows, and I built a demo with 6 rows of sampl
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