Gayathri Satheesh
@gayathrisatheesh
Data Scientist at Newgen Software
Trivandrum, India
Gayathri Satheesh is a Data Scientist at Newgen Software with a strong background in Machine Intelligence. She specializes in leading AI initiatives, particularly in generative AI, and has successfully implemented AI-powered solutions like chatbots and advisory systems. With expertise in Python, PyTorch, and multimodal deep learning, she has significantly improved model accuracies for financial document processing and information extraction.
Experience
Data Scientist
Newgen Software
Lead the company's AI initiatives, spearheading the adoption of cutting-edge generative AI (GenAI) technologies and languages. Implemented and managed chatbots, advisory systems, and other AI-powered solutions, enhancing product and service offerings. Collaborated with cross-functional teams, including engineering, product, and business stakeholders, to deliver effective AI-driven solutions. Trained and optimised transformer-based models to locate and extract tables from financial documents, achieving a significant improvement in accuracy from 84% to 99%. Built PoCs for key information extraction using advanced multimodal deep learning models, increasing accuracy from 70% to 87%.
Education
Indian Institute of Information Technology and Management Kerala
Master of Science
Machine Intelligence
University of Kerala
Bachelor of Vocation
Software Development