Sobhan Sarkar
Indian Institute of Management Ranchi, University of Edinburgh, Jadavpur University, University of Engineering & Management
About
I am currently serving as an Assistant Professor at IIM Ranchi, India in Information Systems & Business Analytics area. I served as a Post-doctoral Fellow (PDF) in the Management Science Division of Business School at the University of Edinburgh, UK (Feb, 2020 - Aug, 2021). I received my Ph.D. degree from the Department of Industrial & Systems Engineering of IIT Kharagpur (India), and both ME and BE degrees in the Department of Production Engineering from Jadavpur University (India).
I have a teaching experience of two years and industrial experience of nearly three years as a Senior Production Engineer in the Planning, Production, and Assembly division of a multi-national pump manufacturing company. My domain of research includes theoretical improvement and applications of data analytics using machine learning (ML), data mining (DM), and Operations Research (OR) approaches. In addition, I had my responsibilities in teaching assistance at the departmental level, and national level (NPTEL video lectures), in the national MHRD-funded project & international EPSRC UK project, and in judge-role in the Techno-Management Fest KSHITIJ 2019.
In my other responsibilities, I have been serving as a reviewer in different peer-reviewed top tier journals, including Automation in Construction, Applied Soft Computing, International Journal of Industrial Ergonomics, Computers & Industrial Engineering, Safety Science, IEEE Access, International Journal of Fuzzy Systems, and International Journal of Industrial and Systems Engineering. I have been serving as a member of several professional bodies, which are INFORMS, INFORMS Analytics Society, IISE, and IEEE. I have visited different countries, including the USA (2016, 2018), UK (2020-2021), and Singapore (2018) for attending international conferences, academic collaboration, and research works.
Employment
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Indian Institute of Management Ranchi Assistant Professor (Gr-II)2021 - Present
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University of Edinburgh Post-doctoral Fellow2020 - 2021
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University of Engineering & Management Associate Professor2019 - 2020
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Swami Vivekananda Institute of Science & Technology Assistant Professor2012 - 2012
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WPIL Senior Production Engineer2009 - 2012
Education
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Jadavpur University ME2012 - 2014
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Jadavpur University BE2005 - 2009
Projects & Funding
Projects & funding information is unavailable.
Publications (62)
- The AI Transformation of Business Models and Entrepreneurial Ecosystems Save
- FGI-CogViT: Fuzzy Granule-based Interpretable Cognitive Vision Transformer for Early Detection of Alzheimer’s Disease using MRI Scan Images Save
- Developing a reintegration index (RI) for a closed-loop supply chain network in the automobile industry Save
- A Two-Stage Method for Detection and Distance Perception of Traffic Lights Save
- OptiTrackEx: A Deep Learning Approach to Real Time Vehicle Collision Detection Save
- Can We Trust What We See? Interpretable Deep Learning for Detecting Face-Swapped Deepfake Videos Save
- Enhancing cybersecurity risk assessment using temporal knowledge graph-based explainable decision support system Save
- Real-time detection of coke particles in blast furnace operations using machine learning: Case of a steel plant in India Save
- Generative artificial intelligence for management education: applications, benefits, challenges and future research directions Save
- Thematic Exploration and Analysis of Cybersecurity Policies of Businesses: An NLP-Based Approach Save