Leading a team of data scientists at Global Strategy and Operations, Gartner to build solutions that enable data driven decision making. My core interest areas lie in NLP, Recommendation, IR systems and other Predictive and Generative AI (LLMs) algorithms. I have done Post Graduation in Business Analytics (PGDBA) from IIM Calcutta, IIT Kharagpur and ISI Kolkata. I have completed my bachelor's in mechanical engineering from Army Institute of Technology Pune. I am passionate about using recent advancements and cutting edge research to solve business problems. I have a patent under review in peer recommendation and value tracking system.
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DirectorGartnerThane, Mh, In
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Senior Data ScientistGartner Apr 2022 - PresentGurugram, Haryana, India1. Designed and deployed LLM-based Call summarization, QnA and multi turn dialogue application.2. Patent Under Review: Co-invented peer-based product timeline recommendation and value-tracking system. 3. Developed and deployed a clustering-based solution using llama 2 and BertTopic for surfacing insights from surveys.4. Designed multi-stage product recommendation system and value tracking system using Sentence encoders and Transformer architecture.5. Led rapid development and prototyping of NLP models
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Data ScientistGartner Apr 2019 - Apr 2022Gurgaon, Haryana, India1. Developed a multi class hierarchical BERT based classifier model to classify client feedbacks into hierarchical classes.2. Developed client churn prediction model using Logistic Regression and Random Forest.3. Developed a profiler to track model metrics and macro values in production.4. Developed a python based tool logs analyzer to track and evaluate tool adoption and impact. Leveraged statistical hypothesis testing using t-tests, chi-square tests.
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Software EngineerDassault Systèmes Jul 2014 - Jun 2017Pune Area, India1. Developed a new ASP.NET C# based Web Application for storing and managing Language Translation related bugs.2. Worked on critical migration projects to reduce the dependency of product on third party software.3. Fixed major software bugs in product and ensured smooth and timely delivery to the customer.4. Delivered new functionalities such as filtering mechanisms and integration with CAD software.
Shankar Kumar Skills
Shankar Kumar Education Details
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Business Analytics -
Machine Learning -
Mathematical Statistics And Probability -
Mechanical Engineering
Frequently Asked Questions about Shankar Kumar
What company does Shankar Kumar work for?
Shankar Kumar works for Gartner
What is Shankar Kumar's role at the current company?
Shankar Kumar's current role is Director.
What schools did Shankar Kumar attend?
Shankar Kumar attended Indian Institute Of Management, Calcutta, Indian Institute Of Technology, Kharagpur, Indian Statistical Institute, Kolkata, Army Institute Of Technology, Pune.
What skills is Shankar Kumar known for?
Shankar Kumar has skills like Microsoft Office, Matlab, Autocad, C, C++, Engineering, Solidworks, Teamwork, Powerpoint, Ansys, Programming, Labview.
Who are Shankar Kumar's colleagues?
Shankar Kumar's colleagues are Dominique Ellington Walker, Tanvi Sharma, Sílvia R., Praveen N B, Rima Kulkarni, Kevin Eastland, Molly Whitlock Delbalso.
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