Mareesh Kumar Issar
Mareesh Kumar Issar
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Projects
Colorizer
Generated colourized version of a grayscale image using K-means clustering and Artificial Neural Network.
Bayesian hunting
Used Bayesian inference for tracking the location of a target hidden in a multi-terrain landscape.
Minesweeper
Created an agent for taking inference informed actions (based on CSP) to play the game of minesweeper.
Maze Runner
Implemented graph search algorithms (BFS, DFS, A* and Bidirectional BFS) for path planning and local search algorithms (hill climbing, simulated annealing and genetic) to discover harder mazes.
Content Routing Protocol
Designed and implemented 7 packets types along with network elements like routing tables, packet classifier, and packet forwarder in Click modular router.
Stock Price Prediction
Collaborated in a team of 5 to predict the future stock price with historical data using machine learning algorithms like Bayesian Regression, Support Vector Regression and Artificial Neural Network.
Account Management System
Implemented account management system in C++ to manage stock portfolio account (plots variations in portfolio value with time using MATLAB) and bank account (supports transaction history).
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