project.pulsepipe.java

PulsePipe (Data Anomaly Monitor)

C#.NET 8CSVSerilogAutomation

Jan 2026

PulsePipe (Data Anomaly Monitor) screenshot

Backend style pipeline demo that ingests CSVs, validates/normalizes records, flags anomalies, and exports JSON with structured logs + retry.

Why I made it

I made this while trying to identify errors in a spreadsheet and data layer. The goal was to make bad records easier to spot, explain, and fix.

  • //Ingest → validate → transform pipeline with safe defaults and clear failure modes.
  • //Anomaly detection report for missing/invalid fields and unexpected actions.
  • //Structured logs to console + rolling file; exponential backoff retry for transient IO errors.