Projects

Some of my projects are listed here. The first three projects have reports in their Github Links. For more information, click on them.

Image Denoising and Segmentation Using Markov Random Field

In this project, we Optimized an Energy Function using Simulated Annealing to predict real value of each pixel. We used different Color Spaces in this project.

Text Summarization

Extract important sentence as a summary using page rank algorithm and word2vec.

Text Classification

Using different metrics (mutual information, information gain, etc.) for extracting important words for document classification task

Grade Prediction

Regression, Normalization, Visualization. using Python, Foundations of Data Mining

Design and implementation of a smart Pacman agent

Local search algorithms, Optimization algorithms like GA using Python, Artificial Intelligence

Implementation of a 2d strategic game with multi-player support

Multi-threading using Java, Advanced Computer Programming