Prediction of Software Reliability
This is my undergrad final year project. Implemented BAT Algorithm, a metaheuristic global optimization algorithm on Musa dataset to predict and improve reliability of software systems.
Identifying Enron fraudsters
Analyzed employee emails, financial data of Enron dataset using supervised machine learning algorithms and data mining to identify person of interest.
Realtime tweet analysis
Created an app and use twitter’s API to Stream realtime twitter feed using Spark Streaming with scala
AI bot game
Built an AI Game Bot using OpenAI’s Gym and Universe libraries. The bot uses the “Reinforcement Learning” technique to autonomously play against and beat the Atari game Neon Race Car (Python, OpenAI Gym, Universe
Docker webapp
Setup Docker and created a simple webapp container hosted on Docker repository. Built and deployed the distributed webapp using Docker and ran it on a Ngnix Webserver
IV curve automation
Automation of I-V characteristic curve of solar cells to improve energy conversion and efficiency by developing a windows application.
Realtime chat application
Created a real time chat application complete with connect, disconnect features and username for multiple clients connected to single server. Allows to send and receive messages using web sockets.
Book Recommender
Devised a GRAM Stack based book recommendation appliction. Suggests books based on author and genre of the book chosen by the user.