Niketan Panchal

Researcher @Tata Consultancy Services

Mumbai, IN

Literature Insights•Contributed to the development of a Literature Insights system.•Designed to extract information from open-source repositories, interactively prompt users for specific extraction requirements, and present insights in a well-organized tabular format.•Leveraged Azure\'s OpenAI Language Model for advanced inferential capabilities.*Designed and implemented a Proof of Concept (POC) solution for an insurance client to streamline the Prior Authorization process. Leveraged Azure\'s OpenAI Language Model (LLM) to significantly reduce manual processing time from weeks to days, enhancing efficiency.* Medical Writing Platform Development:•Conceptualized and established a dynamic Medical Writing platform.•Orchestrated tasks involving document ingestion, information extraction, and summarization using state-of-the-art Transformers Models.* Table to Summary (T2S)•Led the creation of T2S, a pioneering tool converting complex tabular medical reports into plain language summaries.•Achieved an impressive 60% accuracy benchmark against domain expert-endorsed metrics, harnessing the power of \'TAPAS\' and \'T5\' models.* Engineered a state-of-the-art Deep Learning tool by combining BERT with CRF for extracting intricate medical phrases from documents, outperforming previous BERT-based systems.* Regulatory Chatbot •Innovated a responsive chatbot within the RASA framework.•Navigated databases and regulatory websites such as FDA and EMA, processing and presenting information in diverse formats to enhance data accessibility.

St Xaviers High School

SSC

Bhavans College

HSC

MCT's Rajiv Gandhi Institute Of Technology

Bachelor of Engineering - BE

Indian Institute of Information Technology, Pune

Master of Technology - MTech