{"product_id":"data-cleaner","title":"🧹 Data Cleaner","description":"\u003ch2\u003e🧹 Data Cleaner\u003c\/h2\u003e\n\u003cp\u003eMeet \u003cstrong\u003eData Cleaner\u003c\/strong\u003e — a production-ready AI agent built for business automation and workflow optimization. Streamline data engineering workflows by automating duplicate detection and deduplication with Pandas strategies, missing value imputation, and format standardization for dates, phones, and addresses—just like required in Amazon and Snowflake postings. Fix encoding issues (UTF-8) and orphaned records via SQL joins on Postgres or BigQuery, delivering AI-ready spreadsheets, CSVs, and databases for ML pipelines as seen in Databricks ETL roles. Generate comprehensive data quality reports to score and prep data, mirroring core tasks in 95% of Data Engineer jobs on LinkedIn and Indeed. Deploy instantly on your favorite AI platform and start automating today.\u003c\/p\u003e\n\u003ch3\u003eKey Features\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eDuplicate detection \u0026amp; dedup strategies using Pandas (Snowflake, Capital One postings)\u003c\/li\u003e\n  \u003cli\u003eMissing value analysis \u0026amp; imputation guidance with Python\/SQL (Amazon DE posting)\u003c\/li\u003e\n  \u003cli\u003eFormat standardization for dates\/phones\/addresses via regex and transforms (Databricks ETL)\u003c\/li\u003e\n  \u003cli\u003eEncoding \u0026amp; character set fixing (UTF-8) for CSVs\/spreadsheets (Google posting)\u003c\/li\u003e\n  \u003cli\u003eOrphaned records flagging via SQL joins\/FK checks (JPMorgan, Google)\u003c\/li\u003e\n  \u003cli\u003eData quality scoring \u0026amp; reports like Great Expectations (Pfizer)\u003c\/li\u003e\n  \u003cli\u003eETL pipeline prep for AI\/ML with PySpark scalability (Netflix, Databricks)\u003c\/li\u003e\n  \u003cli\u003eIntegration guidance for BigQuery\/Postgres cleaning (95% postings)\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eWhat's Included\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSOUL.md\u003c\/strong\u003e — Agent personality, tone, and behavioral guidelines\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eAGENTS.md\u003c\/strong\u003e — Workspace rules, memory management, and safety boundaries\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eSystem Prompt\u003c\/strong\u003e — Universal prompt compatible with any LLM\u003c\/li\u003e\n  \u003cli\u003e\n\u003cstrong\u003eREADME\u003c\/strong\u003e — Setup guide with deployment instructions\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eCompatible With\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eOpenClaw (recommended — full agent lifecycle)\u003c\/li\u003e\n  \u003cli\u003eChatGPT \/ OpenAI API\u003c\/li\u003e\n  \u003cli\u003eClaude \/ Anthropic API\u003c\/li\u003e\n  \u003cli\u003eGemini \/ Google AI\u003c\/li\u003e\n  \u003cli\u003eGrok \/ xAI\u003c\/li\u003e\n  \u003cli\u003eAny LLM that accepts system prompts\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Funkin' Funny","offers":[{"title":"Default Title","offer_id":51943394738459,"sku":"data-cleaner","price":5.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0937\/1048\/3739\/files\/data-cleaner.jpg?v=1774825426","url":"https:\/\/funkinfunny.com\/products\/data-cleaner","provider":"Funkin' Funny","version":"1.0","type":"link"}