My research interests lie at the intersection of AI and ML with a focus on multiagent decision making, reinforcement learning and probabilistic inference techniques.
B.Tech + MS by Research in Computer Science and Engineering (2014 - Present)
International Institute of Information Technology, Hyderabad
Cumulative GPA: 9.32/10.00
Converted CGPA: 3.82/4.00
Implemented algorithms to randomize single agent MDPs by maximizing a weighted entropy function and maintaining a certain threshold of reward.
Implemented an orchestration of Compute and Storage API which would be provided based on the requirement of the user.
Classifying human activity recognition amongst six categories using Support Vector Machines and Recurrent Neural Networks (RNNs) with Long Short-Term Memory cells (LSTMs).
Developed an automated AI based player for Ultimate Tic Toe implemented in Python using Greedy Heuristic based Alpha Beta Pruning and optimizing the depth of the search tree.
I have been a Teaching Assistant for the following courses at IIIT Hyderabad:
Multi Agent Systems in Monsoon’17
Optimization Methods in Spring’17
Statistical Methods in Artificial Intelligence (Intro. to Machine Learning) in Monsoon’16
Artificial Intelligence in Spring’16
Structured System Analysis and Design in Monsoon’15
My resume is available here.