Machine Learning Engineer
CurrentSpearheading machine learning initiatives, focusing on intelligent document processing (IDP):-Pioneered research on LLM applications for document processing, exceeding state-of-the-art general models in task-specific accuracy by leveraging smaller foundational models.- Engineered and implemented document classification and separation algorithms using deep learning techniques and Natural Language Processing (NLP), leading to an 80% reduction in manual labor for clients.- Integrated AI solutions into existing workflow systems through collaboration with cross-functional teams, enhancing overall system efficiency.- Enhanced OCR engine development, significantly improving recognition accuracy and processing speed.