Projects

REACT – REsponsible and Adaptive robots in Complex seTtings

Jan 2024 - present | Responsible AI (RAi UK),  University of Southampton

Designing models and algorithms to build agents like robots that act responsibly in social spaces like care homes. 

Renewable Power Plants in Power Grid

Jan 2024 - present | Responsible AI (RAi UK),  University of Southampton

Optimizing at the power grid level to ensure the demand and supply are met. Specifically looking at techniques to introduce renewables in the power grid.  

Ethically Aligned Agents

Jan 2024 - present | Citizen-Centric Artificial Intelligence Systems (CCAIS), University of Southampton | Webpage

Designing agents which can align with the ethical preferences of the users. It is proposed as a four-step approach: i) representation of ethics ii) elicitation of ethics, iii) aggregation of ethical preferences and iv) ethical alignment. 

Computational Transcendence: A Model for Responsible Agency

Jan 2019 - present | International Institute of Information Technology, Bangalore | Webpage

Designed computational models of autonomous multi-agent systems which can act responsibly.

Traffic Modeling and Simulation 

Jan 2019 - Dec 2023 | International Institute of Information Technology, Bangalore | Webpage

Worked on multiple aspects of traffic modeling and simulation like: a) Simulations of traffic scenarios (like one-way, adding new roads, parking spots etc). b) Experiments on Adaptive Traffic Lights. c) Simulations to optimize traffic flows at network level.

LiveDoc: Showing Contextual Information Using Topic Modeling Techniques

Mar 2017 - Jan 2019 | Accenture Tech Labs, Bangalore

Developed a technique which can give additional, context specific details regarding different entities mentioned in a document from sources such as Wikipedia. 

Duplicate Bug Detection

Mar 2017 - Jan 2019 | Accenture Tech Labs, Bangalore

Developed a Saimese-twin-based approach using deep learning models like CNNs and LSTMs for duplicate bug detection. 

Sentiment Analysis

Dec 2014 - Feb 2017 | Accenture Tech Labs, Bangalore

Developed an end-to-end sentiment analysis tool which was used by the HR team to analyze the sentiment of the employees based on the comments and posts made by them on the portal.

Programming Language Identifier

Aug 2013 - Dec 2013 | International Institute of Information Technology, Bangalore 

Machine learning project to recognize a programming language for an input code snippet. Bayesian techniques were used to identify the generate the results.

Sandesh - Semantic Data Mesh over Indian Open Data

Jan 2013 - Jun 2013 | International Institute of Information Technology, Bangalore 

Designed a web portal to integrate all the open data relevant to India into an ontological structure based on a geospatial paradigm.

Hindi Vocalizer on Heterogeneous Multicore Architecture

Jan 2013 - May 2013 | International Institute of Information Technology, Bangalore

Highly efficient Hindi text-to-speech system implemented on the heterogeneous multi-core architecture of Cell Broadband Engine of Sony PS3 which can convert an input text in Hindi into an audio file.

Sudoku Solver using Knuth’s Dancing Links Algorithm X

Jul 2012 - Dec 2012 | International Institute of Information Technology, Bangalore 

An application which finds all possible solutions of any feasible Sudoku problem efficiently.

VFS - Virtual File System

Aug 2012 - Dec 2012 | International Institute of Information Technology, Bangalore

Developed a framework which acts as an abstraction layer on top of the concrete file system that provides the ability to manage files and folders present on the hard disk using nary tree, hash table, linked list and binary search tree.

SMPN – Simulation Framework for Mobile P2P Network

Jul 2011 - May 2012 | Atmiya Institute of Technology & Science

Designed an application that simulates various features of a mobile P2P network, such as multi-hop, query processing, peer mobility, and result generation.