Experience

  1. Pre-doctoral Research Associate

    Indian Institute of Science (IISc), Bangalore
    Multi-agent Reinforcement Learning and Game Theory for Autonomous Robotic Systems.

  2. MS Thesis

    Artificial Intelligence and Robotics Lab, Indian Institute of Science, Bangalore
    • Developed an attention-aware reinforcement learning (RL) method for decision making in real-world driving scenarios.
    • Published and presented research at IEEE SMC 2024.

  3. BS Thesis

    Indian Institute of Science Education and Research Bhopal
    A Reinforcement Learning approach to solve the Perimeter Defence Problem (PDP).

  4. Research Internship

    Robert Bosch Center for Data Science and Artificial Intelligence, IIT Madras
    • Designed efficient water distribution networks from the available road networks using algorithmic and learning based methods.
    • Developed a web-app to showcase the project.

Education

  1. BS-MS Data Science and Engineering

    Indian Institute of Science Education and Research (IISER) Bhopal, India
    GPA: 8.35/10
Skills & Hobbies
Technical Skills
Python, C++, R, SQL
Data Science, Statistics, Algorithms
OpenCV, scikit-learn, NLTK, NumPy, Matplotlib, Pandas, OpenAI Gym, PyTorch
Linux, Git, LateX, Webots, SUMO
Hobbies
Volleyball, Table Tennis
Gaming
Puzzles
Academic Activity
Research Paper
IEEE SMC 2024 ∙ July 2024
First author research paper accepted for publication at the IEEE Systems, Man and Cybernetics (SMC) 2024 conference at Kuching, Malaysia.
Travel Grant and Poster Presentation
IEEE SMC 2024 ∙ October 2024
Received travel grant for Poster Presentation at IEEE SMC 2024.
Conference Participation
CODS-COMAD 2024 ∙ January 2024
Participated in the CODS-COMAD 2024 conference at IIIT Bangalore, India.
Languages
100%
English
100%
Hindi