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Rupak Kulkarni

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A Green Spark Job Isn't Enough: Building a Fail-Closed Pipeline Health Monitor in Python
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A Green Spark Job Isn't Enough: Building a Fail-Closed Pipeline Health Monitor in Python

#python #dataengineering #devops #testing
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6 min read
From Google- and Meta-Like CSVs to a Trusted Schema: Building Fail-Closed Python Adapters
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From Google- and Meta-Like CSVs to a Trusted Schema: Building Fail-Closed Python Adapters

#python #dataengineering #etl #testing
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6 min read
Testing PySpark Data Quality in CI: A Practical Retail Media Example
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Testing PySpark Data Quality in CI: A Practical Retail Media Example

#pyspark #dataengineering #testing #githubactions
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5 min read
Retail Media Incrementality in Python: What a Synthetic Holdout Can (and Cannot) Tell Us
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Retail Media Incrementality in Python: What a Synthetic Holdout Can (and Cannot) Tell Us

#dataengineering #python #analytics #marketing
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5 min read
Building a Retail Media Analytics Pipeline with PySpark: Bronze, Silver, and Gold
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Building a Retail Media Analytics Pipeline with PySpark: Bronze, Silver, and Gold

#pyspark #dataengineering #analytics #python
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