Posts by Tags

CERN

Anomaly detection

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.

Autoencoder

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.

CMS Experiment

COVID-19

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.

Clueweb12-B

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

Computer Vision

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.

Data Visualisation

Fault detection

Graph Theory

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

High Energy Physics Experiment

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.

IIST

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.

Machine Learning

NLP

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

Pygame

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.

Query reformulation

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

Risk Calculator

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.

Single class SVM

Twitter

embedded system

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.

hackathon

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