RealPage, Inc.
AI Engineer
- Architected and developed a production-grade AI-powered OCR platform for enterprise Spend Management, owning the complete solution from architecture and development to production deployment.
- Built the complete backend using NestJS and frontend using React.js, delivering a scalable end-to-end enterprise application.
- Designed high-throughput document processing pipelines handling 10,000–20,000 invoices per day at ~98% OCR extraction accuracy.
- Developed intelligent invoice extraction pipelines for vendor details, metadata, line items, taxes, totals, purchase-order and payment information across diverse invoice formats.
- Implemented OCR confidence scoring and validation with automated quality assessment plus manual review workflows for low-confidence fields.
- Designed automated invoice verification and financial reconciliation workflows (subtotal, tax, discount, grand-total validation) to guarantee data consistency.
- Built AI-powered product categorization and line-item classification pipelines mapping products into standardized spend categories for enterprise reporting.
- Optimized throughput, latency, and reliability with asynchronous processing and fault-tolerant workflows.