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Work Experience
Machine Learning Engineer
accenture•  May 2020 - Present
Achieved a 98% score on the accuracy of object detection model developed to prevent fire caused by electric lines and poles because of faulty equipment in US. Uplifted a OCR project’s predictive model precision by 10% by introducing innovative solution to the problem. Developed NLP models chat bot and IVR for complex business problem which can handle payment gateways, live agents, payment extensions with both web and IVR interfaces. Also Integrated with wallets, payment gateways and machine learning tools to provide specialized features and seamless experience from web, mobile or social media. Working on AWS Sage Maker and Machine Learning
Research and Developement Engineer
The Allstate Corporation•  March 2018 - May 2020
Developed automated claim process with deep learning at its core to analyze the images and process claims with 4 hours instead of usual process time of 8 working days. Successfully implemented new features in one of the biggest insurance applications which migrating it from older platform to a new platform with better scalability and features. Build the REST API services for the Quick photo claim application using Spring Boot. Developed high performance image display application to get human response on images for claim processing using React & Spring Boot. Built libraries and Automation tools which aided the support team to achieve faster resolution of production issues in the Application.
Education
Centre for Development of Advanced Computing
Computer Science, ME•  August 2017 - March 2018
Projects: 1. Developers Network A social media for developers to showcase their work. Designed and Developed a social media site similar to LinkedIn where developers can showcase and share their projects and interact with others. In this i have provided features like share, like, comment and post. 2. E-commerce website Developed shopping website for garments. Designed shopping website with features like cart, individual accounts and logins, item category, admin account for listing and item search and sorting to find appropriate item.
Bharat Institute Of Technology, Meerut
Computer Science, B.Tech•  August 2013 - June 2017
Research: A Glimpse Design of Peer to Peer Anonymous Network India In this paper, we propose a mutual anonymity protocol in decentralized P2P systems, called Secret-sharing-based Mutual Anonymity protocol. This provides both initiator and res-ponder anonymity, and communication security. Introduced secret sharing scheme to guarantee anonymous query issue Data Encryption Standard DES together with RSA and Diffie– Hellman for key exchange to achieve a complete reply-confirm interaction between initiators and res ponders
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