Skip to content

Data Pipelines

Tagged

Data

The Myth of the Clean Dataset

Processing a full corpus of SEC filings surfaced structural anomalies common enough to corrupt any downstream analysis. The myth of the clean dataset persists because…

Mar 10, 2026

Data

Building a Data Intelligence Pipeline from SEC Filings

How I turned 36,791 SEC filings into a validated enterprise prospect database, and what a high false positive rate taught me about data quality.

Jan 27, 2026

Data

Building Event-Driven Data Pipelines

A practical guide to designing event-driven architectures that actually work in production.

Dec 16, 2025