Principal Technical Consultant (MT Digital) — High-Density Document AI Layout Analysis & OCR Alignment
Executed a high-throughput visual annotation effort to align Document-AI/OCR outputs with page geometry and semantic strings for dense financial documents. Optimized context processing by segmenting low-resolution archival text, multi-column forms, and structured page elements offline. Achieved >95% character accuracy thresholds while maintaining complete offline operation and data sovereignty. • Segmented dense financial documentation and multi-column forms for layout understanding. • Mapped page geometry to semantic strings to improve Document-AI alignment. • Processed low-resolution archival text with geometry-aware annotation. • Delivered high-accuracy (>95%) offline character thresholds for training/evaluation readiness.