Research Projects

2021

COVID-19 Risk Calculator

less than 1 minute read

Published:

With the world trying to resume all activities as they were before the COVID-19 pandemic, citizens need to judge their risk levels from gatherings and activities. The numerous determinants and the evolving nature of risk make it confusing for the public to understand the risk from various activities. Hence we created this risk calculator app, the paper will be uploaded soon.

2017

Anomaly Detection using Machine Learning for Data Quality Monitoring in the CMS Experiment

less than 1 minute read

Published:

The project aims at applying recent progress in Machine Learning techniques to the automation of quality assessment allowing the check of large volumes of data in real-time and improving the ability to detect unexpected features. The test implementation was presented to a panel of Physicist and Computer scientists; I was awarded the 2nd position for my work.

CERN Webfest

less than 1 minute read

Published:

Created a text summarization and analytics platform that works on top of messaging systems being used at CERN, Switzerland. Programmed various natural language processing and machine learning routines for answering users’ queries (summary, most important chats and keywords). ParityApp

2016

2015

Information Retrieval and Query Reformulation

less than 1 minute read

Published:

Indexing and evaluating the indexed ClueWeb12-B dataset and wrote an algorithm for automated query reformulation using concepts of graph theory

2014

A basic Mario Platform Game using pygame

less than 1 minute read

Published:

My interest in Computer graphics led me to animations. This is my first animation using pygame. This game consists of two levels and rotating platforms that Mario has to cross.

Geometric Modelling

less than 1 minute read

Published:

While working with Computer Graphics at IIST. I was assigned the task of studying various methods for re-creating real-world objects. To begin with, I studied the Geometric Modelling method. This required me to study multiple mathematical algorithms and concepts like bezier curves, fractals for the successful re-creation of shapes and different lighting models like Monte-Carlo ray-tracing method.

2013

Solar Tracking System

less than 1 minute read

Published:

An embedded system to track the position of the sun throughout the day to increase the efficiency of the sunlight harvesting systems.