The Problem LakeOps SolvesData teams focused on cloud-based analytics solutions often experience operational bottlenecks. Engineers spend countless hours writing SQL joins across system logs monitoring and reporting pipeline failures, while engineeri...
Why I Built ThisAfter nearly 15 years working in enterprise supply chain and data engineering — most recently as a Staff Engineer at a large national grocery retailer — I have seen firsthand how retail organizations struggle with one persistent probl...
Really solid project—especially the focus on turning ML forecasts into practical order recommendations. The data quality and decision-engine approach makes it genuinely useful.
Infra keeps getting faster, but the fix for a slow notebook is usually a config line, not a bigger cluster.One Spark Config, 32 Minutes Saved: Replacing MERGE with Dynamic Partition OverwriteBy @Phani_sannala , co-authored with @sridharplv Our gold n...
The zombie row bug is the real argument here reframing this from "MERGE is slow" to "MERGE is silently wrong for full-slice delivery" is what makes it land. Only thing I'd stress: dynamic partition overwrite is exactly as safe as your completeness ch...
Medallion Architecture in Practice: The Design Decisions Nobody Puts in the DiagramEvery Lakehouse conversation eventually shows the same three boxes: Bronze, Silver, Gold. It's a great mental model — but on a real enterprise migration, the diagram i...
Great work, man! Even though I don't know much about this field, your article made me curious and motivated me to read more about it. Thanks for sharing such valuable insights.keep posting
Part 1 of a 5-part series on building an enterprise data platform on Databricks.When migrating a large retail conglomerate's SAP HANA platform to Databricks, we needed both historicalcompleteness and near-real-time freshness from day one.That require...
In today’s data-driven world, organisations are drowning in information. From customer transactions and IoT sensor readings to social media interactions and operational logs, the volume and variety of data continue to grow exponentially. Yet many org...
Thank you, @Louis_Frolio ! My next post is about Data Governance with Unity Catalog, stay tuned!!
Unlock the Power of Your Data: Solving Fragmentation and Governance Challenges!In today’s fast-paced, data-driven enterprises, fragmented data and governance issues create roadblocks to decision-making and innovation. Traditional architectures strugg...
