Michael Santos
ENPT

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Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence

This matters because practical data science insights bridge the gap between research and production, helping teams deliver AI-driven value faster.

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Agentic data pipeline with Claude MCP: Architecture guide

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03 · Repeat-worthy asset

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Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence
Data Engineering

Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence

This matters because practical data science insights bridge the gap between research and production, helping teams deliver AI-driven value faster.

TD • May 12, 2026

AIData PlatformModern Data Stack

Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence

Hierarchical understanding and comparison of contracts, research papers, and more The post Proxy-Pointer Framework for Structure-Aware Enterprise Document Intelligence appeared first on Towards Data Science.

Open source reference

Topic cluster

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Implementation proofShared theme

Agentic Data Pipeline With MCP

A next-generation data pipeline where Claude-powered agents connected via Model Context Protocol autonomously detect schema changes, fix data quality issues, reroute failed load...

AI
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Implementation proofShared theme

Data Observability Platform

An open-source observability platform that monitors data freshness, volume anomalies, schema changes, and pipeline health across the entire data stack, with a Streamlit dashboar...

Data Platform
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Strategic insightGood next move

Automated Data Governance: Quality Gates Without the Bottleneck

Implement automated data governance by embedding contract enforcement and freshness SLAs directly into pipelines. Enforce standards without becoming a bottleneck.

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Agentic data pipeline with Claude MCP: Architecture guide

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