Mohit Rathod
@mohitrathod
Machine Learning Engineer Intern at Pegasystems
New Delhi, India
Mohit Rathod is a Master's student specializing in Artificial Intelligence, with experience in developing advanced machine learning solutions. He has worked as a Machine Learning Engineer Intern, focusing on document information extraction using models like Donut and LayoutLMv3, and integrating LLMs for chat environments. His technical skills include PyTorch, AWS, and expertise in deep learning techniques such as quantization and pruning.
Experience
Machine Learning Engineer Intern
Pegasystems
Work involved designing conversation with document platform; Information from photos and PDFs was extracted using models like Donut, DocParser, LayoutLMv3 and PaddleOCR; Developed models on the AWS cloud, enabling deployment; Extracted information was fed to a pre-trained LLM (GPT-3.5/GPT-4) and made the chat environment to chat with the data; Worked on Yolov8 for table extraction from documents and using PaddleOCR tool and python programming to convert the table to a CSV file; Created a streamit UI interface where a user can upload any image/pdf, get the extracted information and chat with the extracted information.
Academic Research Experience
Work involves compressing Deep learning models to 25% of their size with minimal loss in accuracy and making them deployable; Implemented techniques of Quantization, Pruning and Knowledge Distillation.
Education
Indraprastha Institute of Information Technology, Delhi
Master of Technology
Computer Science and Engineering (Artificial Intelligence)
Bhilai Institute of Technology, Durg
Bachelor of Technology (Honors)
Computer Science and Engineering
Vishwadeep Higher Secondary School, Durg
Higher Secondary School
Vishwadeep Senior Secondary School, Durg
Senior Secondary School