About

Umang Agarwal is a final year undergraduate student at IIT Kharagpur, majoring in Industrial Engineering. He is an incoming SDE at Wells Fargo, with a strong background in data science and software engineering. Currently, he is working as a Data Science Intern at insanalytics, where he has built a chatbot for a USA-based telecom company to enhance call center efficiency by filtering customer queries. He has also preprocessed data using Natural Language Processing and applied Tf-idf and cosine similarity for entries and response mapping. Umang has applied Naive Bayes for intent classification and made various classifications in data, resulting in an enhanced model accuracy of 84%. Umang has experience interning at Aglo Polymers Pvt. Ltd., where he conducted economic or commercial surveys to identify potential markets for products. He also developed a new product using Solidworks with a snap-on cap for oil and water bottles for national markets. Additionally, he has worked with Kshitij IIT Kharagpur as a Core Organizing Team Member, where he led a team of 44 Campus Affiliates and 11 Campus Representatives, solely responsible for the publicity of the fest. He raised a total alumni funding of net worth INR 6.83 lakhs from the regions of Mumbai, Delhi, and Kolkata. Umang's education background includes a Dual Degree (BTech & MTech) in Manufacturing Engineering + Industrial Management from IIT Kharagpur, expected to be completed in December 2022. He also completed his Secondary Education from St. Paul's School, Darjeeling, with a 93% score in Class 10 Boards. Umang has a strong tech stack, including Data Scientist, Software Engineer, Naive Bayes, and NLP. He has 3.27 years of relevant experience and is an enthusiastic learner with a passion for exploring new technologies and taking on new challenges.