Econometric and Regression Analysis
Time Period:
Conducted econometric and regression analysis on a demographic dataset to investigate the effect of gender on academic performance.
Portfolio
Clustering, Association, and Frequent Pattern Mining
Time Period:
Wrote a detailed report on data analysis of a drug consumption-related dataset, focusing on factors affecting drug consumption in Connecticut, USA.
Sentiment Analysis on Audio Recordings
Time Period:
Identification and extraction of features followed by a mathematical background of some popular machine learning methods and their performance evaluation.
Course Project on ISS Tracking and Velocity Measurement
Time Period:
Using real-time captured instances and tools like Tracker and ImageJ, the velocity of ISS was predicted.
Course Group Project on Arrhythmia Detection through ECG
Time Period:
Implemented software capable of detecting different arrhythmia types through ECG data.
Panel Data and Tobit Analysis on Health Care Dataset
Time Period:
Using a german healthcare dataset which is of panel data nature, we explored the research question What are the factors that determine the number of recent doctor or hospital visits of an individual?
Reinforcement Learning Algorithms on Tic-Tac-Toe
Time Period:
This project, part of CS 6314: Dynamic Programming and Reinforcement Learning, aimed to train an agent capable of playing various forms of Tic-Tac-Toe, including 2D and 3D versions.
CS 5302: Generative AI for Natural Language and Speech Processing
Time Period:
This project, part of CS 5302: Generative AI for Natural Language and Speech Processing, an application that can interpret, translate, and vocalize spoken language in real-time, and is specifically catered for patient-doctor conversations