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Machine Learning Engineer
Tata Consultancy Services•  October 2011 - Present
Title: Next Generation Technologies solution for Technology Business Unit. Company: Tata Consultancy Services Client: TCS Internal Role: Machine Learning Engineer Period: Arp 2019 – Present Project Description: The Project is Research and Development on novel technologies including AI in Networking, IP Networking, 4G / 5G Core Networking. Carried out the following activities: • Developed below AI model or framework as part of Proof of Concepts (POC): - Working on Intent-Based Networking using Machine Learning and Machine Reasoning. - Developed framework 5G Network Data Analytics Function. - Alarm Prediction & Event-Event Relationship in 5G using Probabilistic model. - Optical Network Path Computation using OpenAI Gym toolkit and Reinforcement Learning. - Intelligent Device Failure Prediction using Machine Learning. • Demonstration of (POC) to TCS customers. • Training and Aiding teams on AIML. Title: Agile Project Management for Ericsson R&D Company: Tata Consultancy Services Client: Ericsson R&D Role: Software Designer Period: Jan 2012, Mar 2019 Project Description: The project is Design and Maintenance of Ericsson Proprietary product Adjunct Processor (APG43L) built on top of Linux for collecting all Cellular Network call data from an area of generating bill information to be processed by the Cellular operator payment gateway. The goal of the project is to design and maintain the application by providing continuous support to the customers with fixing their issues raised in terms of Trouble reports and New enhancements on application to improve quality of Service. Carried out the following activities: • Demonstrated POC on Smart AXE using Machine Learning techniques. • Resolving various issues raised from customer’s live site. • Evaluated code for implementation purposes for the team. • Automated manual process of System Upgrade and Restore for Testing and Verification. • Performed functions entailing feasibility study, execution of feature enhancement, upgradation of operation & maintenance / design documents, memory mapping and other • Aided team to resolve technical issues of project. • Draft/Review of UG (User Guide), OPI (Operational Instruction) and other documents. • Ensured effective integration of 'Component Based Architecture' & APG43L software’s for system upgrade.
Education
Great Lakes Executive Learning
Artificial Intelligence and Machine Learning, Post Graduate Program •  May 2019 - April 2020
NSEC, Kolkata (Netaji Subhash Engineering College)
Ele, B.Tech•  July 2007 - May 2011
Bachelor of Technology in Electronics and Communication, West Bengal University of Technology, Kolkata, India, 2011
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