At Cognaize, I lead AI engineers building production document automation for financial institutions, processing 100,000+ financial documents monthly while cutting manual review time by 70%. I’ve architected self-correcting agentic LLM systems, financial-statement hierarchy inference, and multi-model extraction pipelines achieving 90%+ field-level accuracy.
I’ve built multilingual financial document parsing, RAG, human-in-the-loop, and privacy-first extraction systems for 50+ financial institutions. My work spans financial statements, credit, securities, regulatory filings, XBRL, fraud monitoring, and enterprise ML integrations through a Python SDK and REST APIs.
