Projects

Information Retrieval Project

March 2023-June 2023

• Implemented text classification using a BERT-based model with transformer models designed for the Persian news.
• Fine-tuned HuggingFace models on Persian news data to achieve four highly accurate models

Housing Market Predictions Project

February 2023-June 2023

• Utilized real-time web scraping for up-to-date Iranian website data, ensuring our models used the most relevant house price information.
• Utilized diverse machine learning algorithms, including deep learning, to develop predictive models for real estate prices in Iranian megacities.

Data Mining Project

September 2022-January 2023

• Leveraged advanced data mining techniques to identify key patterns and trends in the ‘final_cloth’ dataset, resulting in actionable recommendations for the clothing stores to improve their sales and customer satisfaction.
• Describe the data set information, and check if the dataset has missing values. In which columns are these values placed? Also, while stating the reason, deal with the missing values in the best way in your opinion.
• Draw a BoxPlot diagram for numerical features and a distribution diagram for at least 3 features.
• Draw the category diagram based on feedback-length so that the frequency of each feedback in each category is known.

Recommender System Project

September 2022-January 2023

• Extensive coursework in Data Mining has equipped me with the knowledge and skills to develop a comprehensive presentation on recommender systems, covering fundamental concepts and providing illustrative examples for a thorough understanding.
• The presentation includes readily accessible materials such as notebooks and detailed reports, allowing for an in-depth exploration of recommender systems beyond the scope of the presentation itself.

Database Laboratory Project

February 2023-June 2023

• Developed a cross-platform application for football enthusiasts that allows them to create, delete, and update profiles of renowned football players.
• Utilized impressive graphics and sound design to enhance user engagement and appeal in the application.

PathoGame: The game for Pathology students

January 2022-May 2022

• The pathology content in our service is sourced from “Neville Oral & Maxillofacial pathology” and covers a range of lesions in the Oral & Maxillofacial region for dental students.
• Our application is accessible on mobile, laptop, and tablet devices, and we prioritize the privacy of our users.
• Implemented with ReactJS and NextJS for frontend and Django for backend.
• Design various UML diagrams in order to understand our customers in a better way.

Socket Programming Project

January 2022-June 2022

• Project workflow involves server initiation, data collection from university faculties, and communication between client programs and the server program, with specific keywords triggering corresponding responses.
• Utilized ReactJS for the frontend and Node.js for the backend to establish seamless connectivity between the two facets of the application.

Compiler Project

October 2021-January 2022

• Designed a C language compiler utilizing Python.
• Comprised 5 phases: Pre-Processing, Lexical Analyzer, Syntax Analyzer, Semantic Analyzer, and Code Generation.

Garage Management Panel

September 2021-November 2021

• The Cargo Garage platform streamlines the management of driver’s garage apps and notifications for loaders, improving efficiency in the logistics process.
• With a frontend built on React js and a backend on Laravel, our platform offers a user-friendly interface for capturing and tracking the state of loads and drivers.

Garage Drivers Mobile Application

July 2021-November 2021

• With Cargo Garage, users can easily search for available cargo and trucks online, saving time and effort in the logistics process.
• Our platform is designed to be accessible on a variety of devices, making it easy for users to find the right transportation solutions no matter where they are.

WikiFood

March 2021-June 2021

• This project offers a unique approach to food banks by integrating job search and industry relationships with the university and business services system, as well as product management for food companies.
• The project’s front end is divided into two sections, a landing page, and a user/company/admin panel, both implemented using Reactjs and Nextjs, while the backend is implemented using Django.

Digipie

February 2021-March 2021

• This project is just a panel on evaluating and editing content such as movies, series, animation, games, TV shows, and books.
• There are three main roles such as evaluator, head-evaluator and editor, each of which examines its own content.