Manu K. Gupta

Manu K. Gupta

PhD, Operations Research

AAAI Group

Advanced Analytics and Artificial Intelligence (AAAI) group is interested in research and knowledge dissemination of advanced analytics techniques as well as artificial intelligence. Advanced analytics techniques majorly include operations research and optimization. The AAAI group actively seeks to improve business operations.

Current and past members

  • Bihareelal Meghwal PhD student, Maths, IITR. Joint supervision with Prof. Shiv
    • Theme: Computational Optimization and Machine Learning Joining Date: Jul 2022
  • Manas Shil PhD student, DSAI, IITR. Joint supervision with Prof. G. N. Pillai
    • Theme: Deep Reinforcement Learning and Restless Bandits Joining Date: Jul 2022
  • Gopal Saha PhD student, DoMS, IITR.
    • Theme: Cooperation and Competition in Transportation Network Joining Date: Jan 2022
  • Anirban Mitra PhD student, DoMS, IITR.
    • Theme: Game Theory in Operations Management. Joining Date: July 2021
  • Ayush Sharma Mtech student, DSAI, IITR, 2022 - 2024.
    • Theme: Traffic Signal Optimization using Deep Reinforcement Learning
  • Shivam Kumar Mtech student, DSAI, IITR, 2022 - 2024.
    • Theme: Energy Management using Reinforcement Learning
  • Narendra Singodia Mtech student, DSAI, IITR, 2021 - 2023. First position - Tata 1mg
    • Theme: Vehicle Routing using Deep Reinforcement Learning [PDF]
  • Deepanshu Chauhan Mtech student, DSAI, IITR, 2021 - 2023. First position - Deloitte
    • Theme: Online Learning for Noisy Polynomials [PDF] [slides]
  • Jithin Cleetus MBA student, DoMS, IITR, 2021 - 2023. First position - EXL Analytics
    • Theme: Supply Chain Resilience. [PDF]
  • Sachin Sharma MBA student, DoMS, IITR, 2021 - 2023. First position - NatWest Group
  • Pratik Mitra MBA student, DoMS, IITR, 2020 - 2022. First position - NatWest Group
    • Theme: AI for Multi-period Inventory Optimization with Uncertain Demand. [PDF] [slides]
  • Harideepak Marathati MBA student, DoMS, IITR, 2020 - 2022. First position - NatWest Group
    • Theme: A Study on Machine Learning Algorithms for Dynamic Pricing. [PDF] [slides]

    Visitors

  • Aastha Maheshwari, summer intern, 2022 (NIT, Hamirpur).
  • Muskan Goel, PG intern, 2022-23 (IITR 175 years celebration program).
  • Zoya Ahmad, summer intern, 2023 (AMU, Aligarh).

    • External Collaborators

  • N. Hemachandra IIT Bombay.
  • Sanjay Bhat TCS Research and Development.
  • Urtzi Ayesta CNRS France.
  • Maaike Verloop IRIT, Toulouse, France.