Projects

2021

Docker Swarm Load Balancer (AWS EC2 Cluster)

13 minute read

The idea is to design a load balancer using Docker Swarm that can distribute the load on different worker machines, based on the inter-arrival of requests.

Cluster & Cloud Computing
Programming

2020

Artificial Intelligence - Pacman Capture The Flag

77 minute read

The contest involves a multi-player capture-the-flag variant of Pacman, where agents control both Pacman and ghosts in coordinated team-based strategies. You...

Programming
Artificial Intelligence

Data Science Major Project - Space Optimization

1 minute read

We will propose a novel non-randomized anytime orienteering algorithm for finding k-optimal goals that maximize reward on a specialized graph with budget con...

Programming
Data Science

Artificial Intelligence - Reinforcement Learning

5 minute read

This project will implement value iteration and Q-learning. It will first test agents on Gridworld (from class), then apply them to a simulated robot control...

Programming
Artificial Intelligence

Artificial Intelligence - PDDL Modelling

2 minute read

The project is to encode the three planning problem instances specified filling the template files as shown in the repository’s folder

Programming
Artificial Intelligence

NLP - Climate Change Misinformation Detection

11 minute read

In this project, we present a misinformation detection system for climate change related content that can classify text to be either correct information or m...

Programming
Machine Learning
Data Science

2019

Statistical Machine Learning - Who Tweeted That?

9 minute read

The goal of this project is to predict the authors of test tweets based on the analysis of the 328195 unstructured training tweets from 9293 users.

Programming
Machine Learning
Data Science

Cluster & Cloud Computing - Gluttony Tweets Analyzer

4 minute read

To verify a story with AURIN, we extracted tweets related to gluttony by searching for certain keywords in the text and correlated the number of tweets on gl...

Programming
Cluster & Cloud Computing
Data Science

A Survey of GPU-Accelerated Database Systems

less than 1 minute read

We have surveyed eight such databases in the industry and compared them on eight most prominent parameters such as performance, portability, query optimizati...

Data Science
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