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Neeraj Agarwal

Founder, Algoscale

16+ years in data engineering and analytics. Has led enterprise data warehouse and lakehouse builds for retail, fintech, and manufacturing clients including Walmart and Capital One.

Blog posts by this author

Microsoft Fabric for Healthcare Analytics

Every hospital, clinic, and diagnostic network generates data continuously — patient records, lab reports, prescriptions, imaging files, billing data, insurance claims, staffing

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ETL vs ELT infographic: ETL runs extract, transform, load and transforms before the warehouse; ELT runs extract, load, transform inside the warehouse with Snowflake, Databricks and dbt.

ETL vs ELT: Key Differences, When to Use Each, and Which Tools Fit

ETL transforms data before loading; ELT loads first. See the differences, which tools are ETL or ELT, costs, compliance and real pipeline
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Signs Your Enterprise Needs Data Warehouse Modernization

Data is no longer just a support function for enterprises. It has become the foundation for decision making, operational planning, customer experience,

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Microsoft Fabric vs Databricks: Fabric built for Power BI-centred analytics on one capacity, Databricks built for engineering and AI with compute per job

Microsoft Fabric vs Databricks (2026): Costs, Reddit Verdicts & When to Use Both

Fabric vs Databricks isn't a features contest. It's capacity vs DBUs, Power BI vs Spark depth, and whether to run both. 2026
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Best Data Warehouse Platforms Compared

Choosing a cloud data warehouse platform is not a decision most enterprises revisit frequently. The architecture, data models, pipeline integrations, and governance

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How to Choose the Right Data Warehouse Consulting Partner

Selecting a data warehouse consulting partner is one of the more consequential infrastructure decisions an enterprise makes. Get it right and you

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Top Data Warehouse Consulting Companies in the USA

Every enterprise reaches a point where the data infrastructure that was built to handle yesterday’s reporting requirements starts showing its limits. Queries

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Algoscale Healthcare Analytics Dashboard

Power BI for Healthcare Analytics

A few years ago, most healthcare analytics initiatives focused on basic reporting visibility, including operational dashboards, patient tracking reports, and financial summaries

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Modern Data Warehouse Migration

Why Microsoft Fabric Is the Future of Data Warehouse Modernization

Every organization sitting on years of transactional data eventually hits the same wall. The old data warehouse that once felt cutting edge

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Benefits of Migrating to Microsoft Fabric

Data Warehouse Migration to Microsoft Fabric: Benefits, Challenges, and Solutions

Modern businesses are swimming in data. From customer transactions and supply chain logs to IoT sensor feeds and social media signals, the

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