B.N.M Institute of Technology, Bangalore, India
Designed an ML model that predicts changing stock price of a company based on its historical prices over a period of five years, given the respective news articles post-closing time of the previous day and other globalisation factors. Employed Machine learning and Deep learning algorithms such as SVM, MLP to understand and predict the stock prices. Achieved ~ 80% accuracy.

University of Texas at Arlington
Built a Neural network model with multiple convolutional layers (CNN), cross-entropy function and SGC optimiser. Improved the performance by increasing number of layers and epochs. Accuracy ~ 65%

University of Texas at Arlington
Built a Naive Bayesian model that processes large amounts of news articles and classifies them into different classes. Accuracy ~ 87%

The Old Dominion University, Norfolk, VA
Designed an Android application for Alzheimer’s and Dementia patients, to reduce patient on patient violence. Employed Android Studio (Java) application along with real-time data manager - Firebase to pick up gyroscopic values from the android gear worn by the patient and notify the nearest nurse if there is an anomaly in the recorded values with respect to their thresholds. Successfully notified the nurse to monitor increasing aggression values. Accuracy ~ 90%

University of Texas at Arlington
A Flask application that searches based on words or word combinations to find relevant documents that are on Azure cloud. The search result identifies a document by name and where in that document that is found (such as line or offset). The application also processes the data for punctuations, stop words and gives a very optimal search result. Achieved efficient search time complexity.

Accenture Services Pvt. Ltd., Bangalore, India
Roles:
1) Technical Architect - development & deployment of the software updates, for the Presto devices i,e, PRESTO CARDS which were RFID cards that were used as part of the fare management system in the Metrolinx vehicles.
2) Release Manager & DevOps Engineer – implementing and handling the complete CI-CD integration of creating builds and the deployment of these builds on the respective devices using Jenkins.