Sentiment Analysis in Twitter Data
Researched huge volume of Twitter data (~5 million words) to identify sentiment within the group with 85% accuracy and published the findings as a research paper in the International Conference on Data Mining, Big Data, Database and Data Management (ICDMBDDDM 2021).
Question Answering model for COVID-19
Developed and implemented a pragmatic Question & answering (QA) model that automatically researches 1000s of pre-loaded public research papers by matching the question key words to provide a response to the user’s COVID related questions/concerns.
Neural Machine Translation
Developed and implemented a language translation model that translates the source language to the target language using RNN Sequential model to bridge the gap between human communication with an accuracy of 89%.
Data Privacy in Healthcare data
Performed a thorough case study on a large healthcare dataset (~1/2 million data) to implement data privacy & visualize patient statistics like patient count for different diagnosis to find patterns & capture insights.
Marketing strategy for Soccer team
Designed a Marketing strategy for a newly formed Charlotte Soccer team by collecting customer feedback surveys to find the public interests on the team, interpreting & visualizing the results that helped the team in promoting the sport & targeting specific audiences by 30%.
Amazon Product search using UiPath
Designed and implemented an autonomous bot that takes in product specifications and emails the consolidated results from internet searches with 90% accurate results.
Analyze Life expectancy using Machine Learning algorithms
Created and trained a machine learning model to compare different algorithm accuracies in finding human lifespan from various economic and public health data collected from WHO & United Nations website.
Data Visualization using Tableau
Analyzed supermarket sales data and deployed interactive dashboards which helps the company in decision making when evaluating each store's sale over the time period.