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Data Architect specializing in modern analytics platforms across banking, education, and enterprise environments. Designing scalable lakehouse architectures with Microsoft Fabric, Azure, Databricks, Snowflake, and dbt, with strong expertise in Power BI, semantic modeling, DAX, and Power Query.

Focused on building secure, high-performance, governed data platforms that enable real-time intelligence and self-service analytics, while exploring how GenAI and Azure AI bring practical intelligence into everyday analytics.

Microsoft Fabric Capacity Management & Billing

🎙️ This podcast dives into how Fabric capacity works, including the evolution of bursting & smoothing, the differences between RI vs PAYG, and the billing impact of pausing, restarting, scaling up/down Fabric capacities. 💼✨ 🧾⚙️ Several helpful resources were used, including LinkedIn Fabric Billing Article Series by Matthew Farrow from Microsoft. 🚄 Feel free to adjust the playback speed to suit your preference.


What's New in Microsoft Fabric Direct Lake (April 2025 Onwards)

Direct Lake on OneLake is a game-changer for working with large-scale data in OneLake, offering faster, simpler, and more flexible semantic modeling in Power BI. What is Direct Lake on OneLake? It's a new storage mode for Power BI semantic models that allows direct connection to Delta tables stored in Microsoft Fabric's OneLake. This bypasses the SQL analytics endpoint of Lakehouses and Warehouses.

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