Tapas Das·6d agoBeyond RAG: How Databricks Teaches AI Agents What Your Business Actually MeansWhy agents need more than retrieval
Tapas Das·Jun 13Why Your Data Warehouse Doesn’t Know What a “Product” Is — And How Ontology Fixes ThatA practical guide to ontology-driven data engineering, illustrated with a single Doritos bag
Tapas Das·May 6The Great Agentic Mirage: Data Engineering’s Most Expensive AutocompleteWelcome to the era of the “Agentic System,” the latest rebranding of what is essentially a very sophisticated, very expensive game of Mad…A response icon1A response icon1
Tapas Das·Jan 31The ETL of the Mind: Handling Backpressure in Data ConsultingLet’s set the scene. It’s 10:45 PM on a Thursday. You have fifteen browser tabs open — half are documentation for a new vector database…
Tapas Das·Dec 25, 2025The Semantic Layer Isn’t Dead. It Just Got a Brain Transplant.Let’s be honest: The “Semantic Layer” has a PR problem.A response icon1A response icon1
Tapas Das·Oct 3, 2025From Data to Intelligence: The AI Data Maturity Framework (ADMF)As organizations rapidly adopt and activate GenAI technologies and applications, the readiness of underlying data assets has emerged as a…
Tapas Das·Jul 5, 2025Death by a Thousand Microservices: The Hidden Cost of Data FragmentationTwenty years ago, walking into a data center meant encountering a few massive, humming mainframes processing your organization’s data in…
Tapas Das·May 17, 2025How to setup AI governance the right way?As AI adoption accelerates across industries, so too does the need for responsible oversight. Enterprises deploying machine learning and…
InDev GeniusbyTapas Das·Feb 14, 2025ASTrie: A Hybrid Data Structure for Modern Key-Value StorageIn today’s world of data-intensive applications, choosing the right data structure can make or break your system’s performance. While tries…
Tapas Das·Feb 1, 2025Ultimate Guide to Building Cloud Agnostic Data ProductsIn the era of big data, enterprises are increasingly leveraging cloud platforms to manage and process vast amounts of information. However…
