I am a second-year MSc(Engg) student in Computer Science at the Indian Institute of Science (IISc), Bangalore, working with Prof. Chiranjib Bhattacharyya. Prior to joining IISc, I completed my B.Tech in Computer Science & Engineering from Ajay Kumar Garg Engineering College, Ghaziabad affiliated to Uttar Pradesh Technical University.
My research interests broadly lie in the areas of Machine Learning and Optimization. I am working on Approximate Bayesian Inference for Big data.
Markov Chain Monte Carlo Methods have been the preferred choice of sampling while approximating the posterior in the Bayesian Learning framework. When the number of data-points is very large, the complexity of each Metropolis-Hastings step is proportional to the number of data-points. We are developing algorithms adhering to the Bias-Variance tradeoff principle to tame this complexity.
Collaborators: Chiranjib Bhattacharyya
B.Tech Major Project
A software which is a Windows Application that included several AI algorithms like searching, classification and clustering in a demonstrative way to be used as a learning toolkit for college students in labs. It is a Windows Form Application in .NET framework 3.5 coded using Microsoft Visual C#.
Collaborators: Ajay Garg, Ashish Kumar Sen, Shivam Mishra, Anurag Shukla
Running in AKGEC Registrar Office. It is a Web application that automates the whole functioning of Registrar Office of AKGEC including entry of students, their promotion & deduction of GP marks. It is a ASP.NET 3.5 Web application with Microsoft SQL Server 2005 as the database.
Collaborators: Rahul Pandey, Tushar Gupta
It is an Online game developed for AKGEC annual techfest based on C & Java program fragments that need to be rearranged in correct order with various levels. It is a ASP.NET 3.5 Website with MySQL 5.0 as the database.
Collaborators: Abhishek Gupta, Deeksha Singh, Shatroopa Saxena, Nikhil Maheshwari
|Fall 2014||Spring 2015|
|Linear Algebra & Applications||Machine Learning|
|Computational Methods of Optimization||Foundations of Data Science|
|Probability & Statistics|
|Design & Analysis of Algorithms (Audit)|
MSc(Engg) in Computer Science (2014 - Present)
B.Tech in Computer Science and Engineering (2009 - 2013)
XII from CBSE Board (2009)
X from CBSE Board (2007)
Summer Intern at Wizard Infosolutions, Ghaziabad (Summer 2012)
Mentor: B. P. Sharma
Project: Library Management System
Technology Used: C# .NET with SQL Server