Dr. Dony S Kurian
Assistant Professor
Dr. Dony S Kurian is an Assistant Professor at the Manipal Institute of Commerce, Finance and Economics (MICFE), MAHE Bengaluru. He teaches courses in Analytics and Artificial Intelligence. Prior to joining academia, he worked as a Data Scientist at EXL Service for close to five years. In this role, he led analytics consulting engagements for a US-based insurance client. His work involved developing and deploying machine learning models on cloud platforms. He also built automated pipelines to support real-world business decision-making. He holds a PhD in Industrial Engineering and Management from the National Institute of Technology (NIT) Calicut. His thesis is titled "Machine Learning-Enabled Supply Chain Ordering Management and Its Impact on Supply Chain Performance." This doctoral work laid the foundation for his continuing research on intelligent, anticipatory inventory replenishment systems. His research interests include machine learning applications in supply chain and inventory management, Data-Driven Frameworks for Business and Management Problems, and Generative and Agentic AI applications in business. He has published his research in reputed peer-reviewed journals and presented papers at multiple national and international conferences. His teaching philosophy blends hands-on learning for industry relevance. Through this approach, he equips students with the practical fluency and analytical rigor needed to thrive in data-driven business environments.
Department of Commerce-Bengaluru
Qualification: Ph.D, M.Tech, B.Tech
CURRENT ACADEMIC ROLE & RESPONSIBILITIES
Assistant Professor - Teaching & Research
SUBJECTS CURRENTLY TEACHING
| Subject | Semester / Year |
|---|---|
| "Business Analytics, Business Transformation using Analytics and AI" |
ACADEMIC QUALIFICATIONS
| Degree | Specialisation | Institute | Year of passing |
|---|---|---|---|
| Ph.D | Industrial Engineering and Management | National Institute of Technology Calicut | 2025 |
| M.Tech | Industrial Engineering | University of Kerala | 2016 |
| B.Tech | Production Engineering | University of Calicut | 2014 |
Experience
| Institution / Organisation | Designation | Role | Tenure |
|---|---|---|---|
| EXL Service | Data Scientist | Analytics Consultant | 4.8 years |
AREAS OF INTEREST, EXPERTISE AND RESEARCH
Area of Interest
Machine Learning Applications in Business and Management, Supply Chain Analytics and Digital Transformation, Data-Driven Decision Making
Area of Expertise
Applied Analytics for Business Problems
Area of Research
Predictive Analytics for Operations and Business Decision-Making, Generative AI and Agentic AI Applications in Business and Operations, Data-Driven Frameworks for Business and Management Problems
Professional Affiliations & Contributions
Life Member of Indian Institution of Industrial Engineering (IIIE) – LM 11071 (52)
Choosing from the menu of Beer Game adaptations: A general framework based on a narrative review.
2026 J.S. Nimmy Justin Sunny Dony S. Kurian V. Madhusudanan Pillai
European Journal of Industrial Engineering (Q2)
Deep reinforcement learning‐based ordering mechanism for performance optimization in multi‐echelon supply chains
2024 Dony S. Kurian V. Madhusudanan Pillai Akash Raut J. Gautham
Applied Stochastic Models in Business
Data-driven imitation learning-based approach for order size determination in supply chains.
2023 Dony S. Kurian V. Madhusudanan Pillai J. Gautham Akash Raut
European Journal of Industrial Engineering (Q2)
Supply chain inventory stockout prediction using machine learning classifiers
2020 Dony S. Kurian C.R. Maneesh V. Madhusudanan Pillai
International Journal of Business and Data Analytics
Application of Reinforcement Learning in Supply Chain Order Management
2026 Patil Prathmesh V. Madhusudanan Pillai Dony S. Kurian
Recent Advances in Logistics, Supply Chain and Transportation, Volume 1. ICLST 2024 (Scopus)
Determination of Optimal ordering policy using genetic algorithm for a multi-stage serial supply chain
2021 Rachit Kumar Richard Johnson Ritvik Mohandas Pranav Pramod Dony S. Kurian V. Madhusudanan Pillai
Advanced Manufacturing Systems and Innovative Product Design: Select Proceedings of IPDIMS 2020 (Scopus)
Reinforcement learning for inventory management.
2020 Shraddha Bharti Dony S. Kurian V. Madhusudanan Pillai
Innovative Product Design and Intelligent Manufacturing Systems: Select Proceedings of ICIPDIMS 2019 (Scopus)
Google Scholar : https://scholar.google.com/citations?user=VfgjyusAAAAJ&hl=en