Projects and Assignments of Web Development Course in Sharif University of Technology - Spring 2025

Deep Reinforcement Learning Course Notebooks: Model and Algorithm Implementations and Experiments

Machine Learning Course Notebooks: Model and Algorithm Implementations and Experiments

Tehran weather Air Quality Index monitor as a gnome shell extension

mini Vim command line application with C

Implementation of the Advantage Actor-Critic (A2C) algorithm for training an agent to balance a pole in the CartPole environment using PyTorch and OpenAI Gym.

A complete, from-scratch implementation of a Multilayer Perceptron (MLP) for handwritten digit classification using the MNIST dataset, built purely with numpy.

Implementation of Q-Learning and SARSA algorithms to solve the Mountain Car problem using reinforcement learning.

Assembly code implementations for solving system of linear equations and performing 256-bit integer calculations on Intel x86 and IBM s/390x processors.

Final project for the Probability and Statistics course

The bot plays the (almost) perfect connect 4 game by using the minimax algorithm to check 8 moves ahead and makes the best decision. Optimization with alpha-beta pruning is also done.

Solution for the pipework problem game using backtracking

Made my resume website using PHP, JS, CSS and HTML. This is a small project for the Computer Workshop course in my university.