Data Engineering·8 min read
Enterprise Lakehouse Migration: A Practical Checklist
A phased checklist for moving from fragmented data estates to a governed lakehouse on Databricks, Azure, or AWS — without disrupting business reporting.
Insights
Practical guidance on data platforms, analytics, cloud, Generative AI, and IoT — from practitioners who deliver in production.
Generative AI·7 min read
From Gen AI Pilot to Production: What Enterprise Teams Get Wrong
Why most Generative AI pilots stall at compliance review — and the evaluation, RAG, and governance foundations required for production deployment.
Generative AI·6 min read
MLOps Automation: Lessons from Production Model Delivery
Repeatable patterns for dataset versioning, CI/CD, inference optimization, and metadata lineage — drawn from enterprise ML programs in media and financial services.
Internet of Things·7 min read
Real-Time IoT Analytics: Architecture Patterns That Scale
How to ingest high-frequency sensor telemetry, apply medallion layering, and deliver operational dashboards without drowning in storage costs.
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