Feeling Lost About the Meta Data Scientist Interview? Here’s How to Get Unstuck
Feb 24 · 3 min read · Getting ready for a meta data scientist interview at Meta can feel confusing when every blog or thread describes a slightly different process. You might already be strong in SQL and experimentation, y
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Data Catalog: Metadata Management
Feb 12 · 10 min read · Why Traditional Metadata Management Approaches Fail Legacy data catalog solutions built for on-premise data warehouses cannot handle the scale and complexity of modern data architectures. Traditional approaches relied on manual metadata entry, period...
Join discussionWhat 300,000 Unowned Datasets Taught Us About Semantics
Feb 5 · 5 min read · At Uber, we had over 300,000 datasets, and most of them were unowned. Engineers couldn't find the data they needed, and when they did, they had no way to know if they could trust it. Who owned this table? Where did the data come from? What did the nu...
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Metadata Is the Missing Layer in Most AI Platforms
Jan 26 · 1 min read · Ask most teams where their data comes from. They can’t tell you. That’s a metadata problem. What Metadata Includes Schema information Data lineage Ownership Feature provenance Model dependencies Without this, systems become opaque. Why Metad...
Join discussionDr. David Marco on AI Governance, Metadata, and Data Quality
Jan 21 · 1 min read · Most AI programs don’t stall because the model is weak. They stall because teams don’t trust the data. In The Executive Outlook, Dr. David Marco explains why metadata, governance, and data quality are the layer that makes AI usable in the real world....
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Real-time Metadata Ingestion: APIs vs Kafka Explained
Jan 12 · 7 min read · Metadata is the foundation of modern analytics and AI. When schemas change, new tables appear, or ownership shifts, those changes ripple immediately through dashboards, models, and pipelines. If metadata lags behind reality, teams lose trust and syst...
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2026 Predictions: Why Semantics Will Determine AI Success
Jan 6 · 9 min read · As we reach the end of 2025, a pattern has emerged which is hard to ignore. AI adoption is everywhere, but companies are struggling to see large-scale and repeatable value creation. In its 2025 State of AI survey, McKinsey reported that while enterpr...
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Manus AI: Meta’s $2 Billion Acquisition
Jan 5 · 3 min read · Manus AI: Meta’s $2 Billion Acquisition Meta is acquiring Manus AI, a Singapore-based AI-agent company with Chinese roots, in a deal worth slightly over $2 billion, adding millions of paying users and a fully built agent platform to its AI portfolio....
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