Revenue Forecast Prediction Using Graphs and Deep Learning
Implemented bi-directional LSTM model for revenue prediction before release of movie. Generated Graph embedding to consider social connections of actors. Performed sentiment analysis on movie plots
Resource Allocation Optimiztion using RL
Optimized the allocation of resources on cloud computing system using a reinforcement learning algorithm. Reduced data loss during training of model to increase model efficiency using Python
Malware Prediction on various devices
Classified malware-based applications using Autoencoders. Increased the efficiency of Autoencoders algorithm by comparing it to different Deep Learning models
Social Media Content Analyst Tool
Designed a system to identify reliable tweets on microblogging websites like Twitter. Used Social Network Analysis to find groups of Informative Tweets and used State of Art models
Missionaries and Cannibal Problem
Compared various AI search technique algorithms to solve the Missionaries and Cannibal Problem. Analyzed time and space complexity for implemented algorithms using Object-Oriented concepts
Power Spy
Designed IoT project to record electricity consumption trends to identify faulty appliances. Developed a mobile application to view the results recorded from sensors
JASS - Android application
Designed and developed a native Android Application that helps users to search songs by searching any phrase from the lyric of the song. Developed the problem-solving application to include speech and text input from an offline music playlist s