Neeraj Agarwal
Founder & CEO, Algoscale
Neeraj has led AI and data engagements for Fortune 500 clients across finance, healthcare, and retail. He writes about what actually ships — not what looks good in a slide.
4 articles
Fabric OneLake Shortcuts vs ADLS Mounts
When OneLake shortcuts beat ADLS Gen2 mounts in Microsoft Fabric, when they silently break, and the decision matrix we use on every migration.
Why Your AI Pilot Stalls at 80%
Most enterprise AI pilots hit 80% accuracy in a demo and never reach production. Here's the data-stage failure pattern behind it — and a concrete path to ship.
Synapse to Fabric: 4 Silent Breakages
Four Synapse-to-Fabric migration gotchas that pass code review but break production: identity columns, distribution DDL, OPENROWSET, F-SKU throttling.
Microsoft Fabric vs Databricks, Honestly
A practitioner's comparison of Fabric and Databricks across real enterprise workloads — with cost benchmarks and where each genuinely wins.