Laxmi Vanam

Data Analytics Professional at Vanguard

Joined Apr 2025

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Reputation:	126
Pageviews:	2.5K
Articles:	2
Comments:	2

Articles

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Building Real-Time KPI Intelligence with Self-Service BI: From Static Dashboards to Proactive Control Systems

This article explains how to build real time, self service KPI intelligence that shifts teams from passive reporting to proactive, automated decisions.

February 2, 2026

· 1,042 Views

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How to Prevent Quality Failures in Enterprise Big Data Systems

Ensure reliable data pipelines with medallion architecture: Bronze, Silver, Gold layers catch quality issues early, preventing silent failures and bad decisions.

December 9, 2025

· 1,504 Views · 1 Like

Comments

Databricks vs Snowflake: Complete Architecture Mapping for Enterprise AI and Big Data

Nov 19, 2025 · Ram Ghadiyaram

Great insights as always! Thank you for sharing!!

AI/ML Big Data-Driven Policy: Insights Into Governance and Social Welfare

Jul 21, 2025 · Ram Ghadiyaram

Insightful post. Thank you for sharing.