About

Saurab Gupta is a knowledgeable and experienced Senior Software Engineer with over 8 years of relevant experience in the field of Artificial Intelligence and Machine Learning. He has 4+ years of research and development experience in NLP using Deep learning and Machine Learning, with good exposure to CNN, LSTM, BERT, Bio-BERT, and Huggingface. Saurab has used packages like Keras, Tensorflow, sklearn, pandas, and numpy, and has knowledge of Pytorch. Saurab has POC level knowledge of link prediction and node classification using Graph Neural Network using PyTorch Geometric. He also has knowledge of model weight optimization techniques pruning and quantization, as well as hyperparameter optimization using Optuna. Saurab has worked on Tesseract OCR and Image Processing using OpenCV, and has experience with AWS Textrect, AWS medical comprehend, AWS S3 and EC2, and Azure FormRecognizer and other Azure cognitive services. Currently working as an Assistant Manager at KPMG Global Services (KGS), Saurab is analyzing and understanding data and developing solution design for custom table detection OCR. He is developing custom table detection and recognition pipeline for scanned PDF and images using Detectron2 and Pytorch, and using Azure cognitive stack for multiple tasks. Saurab has previously worked as a Technical Lead at Wipro, where he developed web service to do document classification, entity extraction and generate JSON output which can be integrated to Kafka pipeline. He also worked on Pharma Covigilance, where he built a custom NER model for getting entities from the emails, and created a list of rules to map entities and intent and derive the intent based entity. Saurab has a post-graduate degree in Artificial Intelligence and Machine Learning from Great Learning Institute of Management (GLIM) and a Bachelor of Technology in Information Technology from Gautam Buddha Technical University (GBTU). He has experience with a range of technologies including Neo4j, Azure, Deep Learning, ML, Kafka, Web, Scikit, Keras, Hyperparameter, CNN, OpenCV, Image Processing, Image Segmentation, Docker, ETL, Flask, Python, and XGBoost. With his extensive experience and expertise in AI and ML, Saurab is a valuable addition to any team.