EODForge
EODForge
Problem & Architecture Overview
EODForge is an automated end-of-day securities pricing analytics platform for market data reporting. It orchestrates Polygon.io ingestion, AWS S3 staging, Snowflake transformation layers, and Power BI dashboards so trading, risk, and research teams receive validated pricing data before market open.
EODForge is an automated end-of-day securities pricing analytics platform for market data reporting. It orchestrates Polygon.io ingestion, AWS S3 staging, Snowflake transformation layers, and Power BI dashboards so trading, risk, and research teams receive validated pricing data before market open.
Services
Data Engineering
Pipeline Orchestration & Automation
Industry
Finance
Year
2026
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Data Pipeline Design & Ingestion Flow
Analysts previously downloaded CSVs and assembled reports manually, creating delays and quality risk for daily decision-making. The architecture automates ingestion, validation, warehouse loading, and dashboard refreshes with Airflow, Snowflake, and Slack run summaries.
Analysts previously downloaded CSVs and assembled reports manually, creating delays and quality risk for daily decision-making. The architecture automates ingestion, validation, warehouse loading, and dashboard refreshes with Airflow, Snowflake, and Slack run summaries.
Failure Handling & Idempotency
Invalid records are quarantined with reason codes before they enter curated Snowflake layers. Airflow orchestration, staged S3 files, and structured Slack summaries make each run observable, retryable, and safe to audit.
Invalid records are quarantined with reason codes before they enter curated Snowflake layers. Airflow orchestration, staged S3 files, and structured Slack summaries make each run observable, retryable, and safe to audit.
Business & Operational Impact
The pipeline processes thousands of securities end to end in under two minutes, publishing curated analytics for liquidity, ETF movement, and watchlist momentum. Automated validation and run reporting improve trust while removing repetitive manual report preparation.
The pipeline processes thousands of securities end to end in under two minutes, publishing curated analytics for liquidity, ETF movement, and watchlist momentum. Automated validation and run reporting improve trust while removing repetitive manual report preparation.
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