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Nilesh Kumar

Co-Founder & CTO at Colrows. Building the Autonomous Semantic Layer for Enterprise AI. Passionate about data, AI, knowledge graphs, and systems that understand business context.

Location Pune, Maharashtra, India Joined Joined on  Email address nilesh@colrows.com Personal website https://colrows.com/ github website

Education

B.E. in Computer Science from G.H. Raisoni College of Engineering

Pronouns

He/Him

Work

Co-Founder & CTO at Colrows

LookML vs dbt Semantic Layer vs a Compiled Semantic Layer
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LookML vs dbt Semantic Layer vs a Compiled Semantic Layer

#dataengineering #database #ai #datascience
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2 min read
What Is a Semantic Compiler? Deterministic SQL for AI
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What Is a Semantic Compiler? Deterministic SQL for AI

#ai #sql #llm #database
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2 min read
Databricks Genie Alternatives: Beyond Curated Spaces Inside Unity Catalog
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Databricks Genie Alternatives: Beyond Curated Spaces Inside Unity Catalog

#dataengineering #database #ai #datascience
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2 min read
APIs vs MCP vs A2A: What Enterprise AI Teams Need to Know
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APIs vs MCP vs A2A: What Enterprise AI Teams Need to Know

#ai #mcp #architecture #opensource
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2 min read
Enterprise MCP Adoption: Why the Model Context Protocol Became Infrastructure
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Enterprise MCP Adoption: Why the Model Context Protocol Became Infrastructure

#ai #mcp #architecture #opensource
1
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2 min read
Vanna AI Alternatives: When RAG-Trained Text-to-SQL Needs Governance
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Vanna AI Alternatives: When RAG-Trained Text-to-SQL Needs Governance

#dataengineering #database #ai #datascience
1
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2 min read
Why Power BI Copilot Delivers Wrong Answers (and What It Costs You)
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Why Power BI Copilot Delivers Wrong Answers (and What It Costs You)

#ai #dataengineering #architecture #datascience
1
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2 min read
Snowflake vs. Databricks: Why You Need an Autonomous Semantic Layer
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Snowflake vs. Databricks: Why You Need an Autonomous Semantic Layer

#dataengineering #database #ai #cloud
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2 min read
Semantic Layer vs. Knowledge Graph: Choosing Your AI Data Foundation
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Semantic Layer vs. Knowledge Graph: Choosing Your AI Data Foundation

#dataengineering #database #ai #datascience
1
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2 min read
Governing AI Agents: Why Compile-Time Security is Mandatory
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Governing AI Agents: Why Compile-Time Security is Mandatory

#ai #dataengineering #architecture #datascience
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