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Semantic Medallion Data Platform

Welcome to the Semantic Medallion Data Platform wiki! This documentation provides comprehensive information about the platform architecture, development processes, deployment procedures, and infrastructure details.

Overview

The Semantic Medallion Data Platform is a structured data processing system based on the medallion architecture pattern. It processes data through three distinct layers (Bronze, Silver, and Gold), applying semantic processing techniques to enhance data quality and usability.

Key Features

• Medallion Architecture: Structured data organization in Bronze (raw), Silver (validated), and Gold (business) layers
• Semantic Processing: NLP-based entity recognition and relationship extraction
• Cloud Deployment: Infrastructure as Code (IaC) deployment on Digital Ocean
• Data Visualization: Integrated visualization through Metabase

Documentation Sections

• Architecture: Learn about the platform's medallion architecture and data organization
• Development Guide: Instructions for setting up a local development environment
• Deployment Guide: Steps for deploying the platform to production
• Infrastructure: Details about the cloud infrastructure components

Academic Research

The platform includes academic research on natural language processing optimizations:

• NER Optimization Testing: Study on optimizing Named Entity Recognition

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Last updated: June 10, 2025