At dSights, I architected and deployed a multi-bank custodian statement extraction engine that converts complex PDFs into validated Excel workbooks. Coordinate-based extraction and OCR fallbacks automated 95% of wealth-advisory extraction and eliminated 80+ manual hours per month.
I’ve also built multimodal RAG and intelligent document-processing platforms, agentic systems, and predictive risk models across banking, insurance, and real estate. My work includes a risk model that captured 54% of claims in high-risk segments, as well as production monitoring and data pipelines.
