Toxic Comment Detection Using Transfer Learning Based on BERT

A toxic comment detector developed based on fine-tuning BERT model.

Text Summarization Using Matrix Factorization

Two text summarizers based on SVD and NMF.

Uniform Stability of Adam Algorithm and its Effect on Generalization Error of Deep Neural Networks

M.Sc. thesis focused on the computational learning theory.

Movie Recommendation System

A GNN-based Knowledge Graph Neural Network for Movie Recomendation

Hand Written Digit String Recognition

OCR using Connectionist Temporal Classification loss

Shark Trader

Run trading backtests, get a technical analysis, and live your strategies by just describing how you want to trade.

Topic Classification of News Headlines in Persian

A Naive Bayes classifier for categorizing Persian news headlines, developed from scratch.

E-commerce Customers

We should answer this question: "Do you think the company should focus more on their mobile app or their website?"

Typing Competition Website

A website in which users can compete against each other to improve their typing skills. They can type a text is shown to them or listen a random/favorite music and type its lyrics. Furthermore, they can create/join a group and challenge their friends.

Educational System for a Faculty

A system to do educational operations related to students/instructors/courses, developed based on object-oriented concepts in C++.