AI Document Processing
Build a document processing pipeline that extracts text and tables from PDFs, classifies document types, pulls structured fields, validates data quality, and outputs clean structured data.
"Extract the vendor name, invoice total, and line items from these 50 invoices — with 98% accuracy"
6 Modules
Each module builds on the previous one. By the end, you have a complete production system.
- 1
Document Ingestion
PDF parsing + OCR + table detection
- 2
Classification
Document type classifier with confidence
- 3
Field Extraction
Multi-strategy field extraction
- 4
Validation & Enrichment
Schema + cross-field validation
- 5
Processing App
Upload, extract, review, export UI
- 6
Production Pipeline
Monitoring + retraining + throughput
Production patterns you'll master
Synthetic data included
- Invoice PDFs (200 invoices)
- Contract documents (50 contracts)
- Receipt images (100 receipts)
- Form templates (JSON)
- Validation rules
What you walk away with
Shareable portfolio
A public URL showing your module timeline, patterns mastered, and completion status.
All the code
Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.
Module walkthrough
Each module documented with deliverables and the production pattern you implemented.