The source material lived across large, inconsistent document collections. Manual retrieval and extraction made every update slow, fragile and difficult to verify.
AQI Automation Pipeline
Turning years of difficult public data into a dependable, repeatable pipeline.
Source / extraction / validation
THE ASSIGNMENT
A repeatable collection and extraction pipeline for difficult public air-quality data.
Create an operational pipeline that can collect, read and validate imperfect public documents while preserving a visible audit trail.
Automation architecture, collection, OCR, structured extraction, validation and operational outputs.
Every transformation leaves evidence behind: source screenshot, extracted value, validation state and final CSV output.
VERIFIED SCOPE
What was delivered.
- 01Automated document collection
- 02OCR and structured extraction
- 03Validation and exception handling
- 04Screenshot evidence and CSV outputs
TECHNICAL SCOPEOCRAutomated collectionCSV output