PROJECTS
Movie Success Analysis - Sentiment Analysis of Top Google Rated Movies 2008-16 to find a relation between user ratings and IMDB ratings.
GunVision - Modified pre-trained GoogleNet (Deep Neural Net) to identify guns.
Machine Learning Model Comparison - Build Logistic Regression, Naïve Bayes, RBF & Neural Network model on SUSY dataset from scratch tuning their meta-parameters to explore, find & argue which model is best suited
Machine Learning Linear Regression Analysis - Applied Batch & Stochastic linear regression on the data set CT slices. Also performed Regularization using L1 and L2. Did complete analysis to find what model is suited best for what situation, experimenting with different meta-parameters
Identify Zip/postal Code – Trained an Artificial Neural Network to detect postal code written on an envelope. Made using Neural Network, MATLAB
Recommendation System – Users would be recommended movies to watch based on their past ratings of watched movies. Made using Collaborative filtering algorithm, MATLAB
Web Crawler – To find and sort web pages according to its importance and provide results related to the keyword searched using Google Page Rank Algorithm, Python
3Browser - In-house tool/framework developed for HP UFT 12.00 by me and approved by my manager at L&T Infotech to automate any process workflow on the internet using 3 most commonly used browsers (Chrome, Firefox, and IE).
Conway's Game Of Life - Emulator of Conway's game of life https://en.wikipedia.org/wiki/Conway%27s_Game_of_Life
Sports Player Auctioning – Developed an application that auctioned players in real-time. Made using Visual Studio 2010, NET 4, C#
Minesweeper Game - Developed a replica of Minesweeper game using C# and Visual Studio 2010
Black Jack Game - Black Jack Computer Game built on Java Platform. The game is played between one player and the computer. The initial amount is fixed as $500 and a minimum bet of $10 is fixed
‘Techno-Tron’ – Created College Fest Website that hosted event information and held online programming competition. Made using PHP, JQuery, HTML, CSS, JavaScript
