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Sivadeep Katangoori

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Open access 2025

Explainable Big Data Pipelines: Trust and Transparency in AI-Augmented ETL

The article is suggesting a framework for integrating XAI into large data pipelines, thus presenting each AI-powered change as easily understandable, and enabling teams to debug quicker, audit more efficiently, and gain trust to a greater extent.

Sivadeep Katangoori · 0 citations
Open access 2024

JupyterOps: Version-Controlled, Automated, and Scalable Notebooks for Enterprise ML Collaboration

The key parts and overall layout of JupyterOps are described, including a drastic decrease in deployment time, better model reproducibility, and increased cross-functional collaboration between data engineers, scientists, and DevOps teams are outlined.

Sivadeep Katangoori · 1 citation
Open access 2025

Programmatic Governance using Policy-as-Code and ML for Dynamic Compliance Enforcement

This document investigates a futuristic programmatic governance way of handling compliance issues by combining Policy-as-Code (PaC) and Machine Learning (ML), indicating faster response time, shrinkage of compliance gaps, and notable cost savings as compared to the traditional governance models.

Sivadeep Katangoori, Diganto Ghosh · 0 citations

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