Sanchayan Bhunia

The goal of this project is to model components of the Immune system and their behaviours using self-motivated interacting agents using Java Middle-ware Java Agent Development Framework (JADE) and simulate a situation when the immune system is under attack from a virus.

Designing a system to trace potential spread of COVID using contact tracing. The system includes a dashboard for the administrator to see movement of an user in an estate.

This is the visualization of Immigration and Emigration data from United Nations Migration Database. The project is designed using only javascript and d3.js library and no third party library has been used.

Please select if you wish to see immigration or emigration, select a country on map. A stacked graph will be created. Select any year from the bar chart or just press the play button to animate. Now interact with anything and everything in view.

This is a desktop application… Show more

This is the visualization of Immigration and Emigration data from United Nations Migration Database. The project is designed using only javascript and d3.js library and no third party library has been used.

Please select if you wish to see immigration or emigration, select a country on map. A stacked graph will be created. Select any year from the bar chart or just press the play button to animate. Now interact with anything and everything in view.

This is a desktop application and intended view is with a 4k Monitor. Interact with the elements to find out more. Show less

The goal of this project is to collect tweets written in English, German and French from Twitter
and applying some of techniques discussed during the course to clean the text and analyse the
sentiment of those tweets, then by using some of the other techniques learnt from previous courses
in my master’s curriculum to find out the distributions of sentiments for different vaccines and also
to find out any co-relation between different types of twitter users namely “verified” ones who… Show more

The goal of this project is to collect tweets written in English, German and French from Twitter
and applying some of techniques discussed during the course to clean the text and analyse the
sentiment of those tweets, then by using some of the other techniques learnt from previous courses
in my master’s curriculum to find out the distributions of sentiments for different vaccines and also
to find out any co-relation between different types of twitter users namely “verified” ones who are
usually celebrates and well known people in their respective communities and non-verified ones,
the general public. Other important goals of this project includes to find out heat-maps of vaccine
hesitancy and vaccine decisiveness around the globe and if possible to find out which are the most
popular vaccines in the different parts of the world. Show less

Graph database and datastructures are used everywhere to store data starting from social networks, VPN providers to a bank's customer information. The privacy is secured while data used in the organization internally. The moment an organization either outsource the data to a third party, the privacy of the customer is lost. But sometimes, an organization needs outsource the data for analysis or to build a data centric application. In that case, securing the privacy of its customers is one of… Show more

Graph database and datastructures are used everywhere to store data starting from social networks, VPN providers to a bank's customer information. The privacy is secured while data used in the organization internally. The moment an organization either outsource the data to a third party, the privacy of the customer is lost. But sometimes, an organization needs outsource the data for analysis or to build a data centric application. In that case, securing the privacy of its customers is one of the primary concern of the organization.
There are multiple algorithms to anonymize graphs a.k.a. networks namely, greedy swap and dynamic programming with time of execution and accuracy being the trade-off. Here in this project we have discovered two more algorithms which stands in-between. Almost 1000 times faster than dynamic programming and with the accuracy intact. Show less

Implementation of K-Nearest Neighbour and Support Vector Machine Algorithms and k-Fold Cross Validation algorithm implementation for both classifiers. Comparison between both algorithms.

Mining a Business Process for Process Discovery and Bottleneck Analysis in ProM with different Mining Algorithms like Alpha Miner, Inductive Miner, Heuristic Miner and Social Network Mining.

Hire Hero USA is a non-profit organization devoted towards connecting veterans and their spouses with organizations willing to hire. Not only that, they also provide volunteer services to willing participants by conducting mock interview sessions and other necessary arrangements while logging their data in transactional data bases. Such a data source is been analysed here in order to find relevant correlations in Employer Partnerships and Opportunities and Serving Spouses Program guided by the… Show more

Hire Hero USA is a non-profit organization devoted towards connecting veterans and their spouses with organizations willing to hire. Not only that, they also provide volunteer services to willing participants by conducting mock interview sessions and other necessary arrangements while logging their data in transactional data bases. Such a data source is been analysed here in order to find relevant correlations in Employer Partnerships and Opportunities and Serving Spouses Program guided by the business questions in Teradata. Show less