@Maanvi21

Maanvi Alung

@Maanvi21Joined December 2023

Aspiring ML enthusiast and data explorer. Let's dive into the world of insights together!

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Maanvi Alung's blogs

Maanvi's Learningsmaanvi21.hashnode.dev5 posts Deployment Pipelines in Microsoft Fabricdeployment-pipelines-in-microsoft-fabric.hashnode.dev1 post Data Duplicationdataduplucationahiddencost.hashnode.dev1 post Data Enginneringdeforeveryone.hashnode.dev1 post

Medallion Architecture: Why Everyone Uses It — But Few Use It Correctly

Medallion Architecture has become the default blueprint for modern data platforms. Fabric promotes it.Databricks popularised it.Snowflake teams replicate it. But somewhere along the way, the clarity of the model started fading. Bronze, Silver, Gold b...

Feb 11 · 2 min readdeforeveryone.hashnode.dev

Why Data Duplication Is the Biggest Hidden Cost in Analytics

Modern data platforms are more powerful than ever.But behind that power lies a quiet architectural issue: Data duplication. It rarely appears in dashboards.It rarely shows up in strategy discussions.Yet it significantly impacts cost, performance, and...

Feb 11 · 3 min readdataduplucationahiddencost.hashnode.dev

The Evolution of Data Platforms: How Complexity Crept In

Modern data platforms promise scale, speed, and flexibility — yet they often feel overly complex.Data lakes, warehouses, pipelines, BI layers, governance tools — instead of simplifying analytics, many platforms seem to add more moving parts. This com...

Feb 8 · 3 min readmaanvi21.hashnode.dev

Deployment Pipelines in Microsoft Fabric: A Complete Guide

Introduction Modern data platforms demand fast, reliable, and governed deployments. With Microsoft Fabric emerging as an end-to-end analytics platform, Microsoft introduced Deployment Pipelines to simplify how data solutions move across environments....

Dec 14, 2025 · 6 min readdeployment-pipelines-in-microsoft-fabric.hashnode.dev

A Beginner’s Guide to Pydantic: Simple Steps for Data Validation

Are you tired of writing repetitive code to validate user inputs? Do you want to ensure your Python objects have the correct data types and values effortlessly? If so, Pydantic might be the library you've been searching for. What is Pydantic? Pydanti...

Feb 17, 2025 · 3 min readmaanvi21.hashnode.dev

Maanvi Alung

About

Available for

Maanvi Alung's blogs

Medallion Architecture: Why Everyone Uses It — But Few Use It Correctly

Why Data Duplication Is the Biggest Hidden Cost in Analytics

The Evolution of Data Platforms: How Complexity Crept In

Deployment Pipelines in Microsoft Fabric: A Complete Guide

A Beginner’s Guide to Pydantic: Simple Steps for Data Validation

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Maanvi Alung

About

Available for

Maanvi Alung's blogs

Medallion Architecture: Why Everyone Uses It — But Few Use It Correctly

Why Data Duplication Is the Biggest Hidden Cost in Analytics

The Evolution of Data Platforms: How Complexity Crept In

Deployment Pipelines in Microsoft Fabric: A Complete Guide

A Beginner’s Guide to Pydantic: Simple Steps for Data Validation