Academic Research
Contributing to the advancement of computer science
Research Overview
My academic research was focused on practical applications of computer science principles, with emphasis on cloud computing, Machine Learning.
I was part of LEARN and MAST lab in UT Arlington.
Research Works:
- Overall Storm Identification
- Master Thesis - A Storm Targectory Prediction Model using HMM
I had implemented a Map-Reduce alogorithm on Hadoop to create storm tragectory from hourly storms, consolidated from historical raw rainfall data recorded over years
This project focused on building a model for predicting the directional and spatial movement of overall storm trajectories using Markov property. We develop a Markov Model from the given set of overall storm trajectories and extend it to the Hidden Markov Model, which is then improvised using a learning algorithm called Baum-welch.