3-day longest streak
Venkata M Sangaraju Data & analytics engineer focused on the parts that actually decide whether enterprise analytics works in production — semantic layers, data governance enforcement, BigQuery performance and cost,…
Venkata M Sangaraju
Data & analytics engineer focused on the parts that actually decide whether enterprise analytics works in production — semantic layers, data governance enforcement, BigQuery performance and cost, Looker at scale, and the tooling around them. Also building production agentic systems: Looker MCP servers, semantic-layer-as-API patterns, and agentic analytics on top of BigQuery.
Speaking
- From Chaos to Trusted Agents: Master the Semantic Standard with LookML — Google Cloud Next '26, Las Vegas · Speaker profile
Judging & Mentoring
- Mentor, Dell x NVIDIA AI Hackathon — Local AI on Dell Pro Max with GB10 — Seattle (remote) · Event page
- Judge, Global South AI Hackathon 2026 — Apart Research · Details
- Reviewer, IJCAI-ECAI 2026 Workshop — GlobalSouthAI · OpenReview)
Articles
- From Policy to Enforcement: Operationalizing Data Governance in Enterprise-Scale Analytics Platforms
- Semantic Layers May Become the API Layer for AI
- Deploying Looker MCP at Enterprise Scale: What Actually Works and What Doesn't
- Classification Drift in AI-Augmented Data Analytics: A New Attack Surface for PII and PCI Exposure
- From Semantic Layers to AI-Native Data Interfaces: Evolution, Challenges, and Governance
- IT-IFC: Ingestion-Centric Information Flow Control for Preventing PII/PCI Leakage in AI-Augmented BI
- small library so my LLM agent stops double-charging
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latch
Idempotency middleware for LLM agent tool calls — prevents duplicate side effects on retry.
Python ★ 1 2d agoExplain → -
amu-governance
Lineage-gated shared memory for multi-agent analytics
Python ★ 1 15d agoExplain → -
sheet-doctor
Lightweight Python CLI for Excel profiling and BI-ready data quality reports.
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sangaraju1988
No description.
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sangaraju1988.github.io
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Lineage-Aware-Memory
Lineage-Aware-Memory
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meridian_title
No description.
Python ★ 0 16d agoExplain → -
Semantic_layers
From Semantic Layers to AI-Native Data Interfaces: Evolution, Challenges, and Governance
TeX ★ 0 18d agoExplain → -
ask-my-papers
RAG and Conversation App for your papers/documents
Python ★ 0 28d agoExplain → -
adwheels
No description.
TypeScript ★ 0 1mo agoExplain →
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