Projects
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Rice Image Classification (Feb 2025)This project classifies five rice varieties (Arborio, Basmati, Ipsala, Jasmine, Karacadag) using deep learning. By training custom CNNs and fine-tuning ResNet50 on 75,000 images, it achieves 99% accuracy through data augmentation, transfer learning and optimization (Adam, LR scheduling). Built with TensorFlow and PyTorch, the solution includes model deployment and performance visualization for scalable agricultural image analysis.
TensorFlow: Repository on GitHub · Notebook on Kaggle
PyTorch: Repository on GitHub · Notebook on Kaggle
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Weather Application(Jan 2025)A simple yet powerful weather application that retrieves and displays real-time weather information for any city worldwide using the OpenWeatherMap API. This project is designed to provide users with essential weather details, including temperature, humidity, wind speed, and current weather conditions, in a clean and user-friendly interface. You can clone and run the application locally through this repository or access it directly via the internet using this link. The application is fully responsive and works seamlessly across devices, ensuring a smooth experience for all users.
Repository on GitHub
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Password Generator Application(Jan 2025)The Password Generator Web App is a simple yet powerful tool designed to create secure and customizable passwords. Users can generate passwords in two modes: Simple and Complex. The Simple mode generates passwords in the format
****-****-****, while the Complex mode creates longer passwords in the format****-****-****-****. Both modes include a mix of uppercase letters, lowercase letters, numbers, and special symbols (!@#$%&), ensuring strong and secure passwords. As it is an open source project you can access it’s code through the following repository:
Repository on GitHub
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Country Data (Dec 2024)This project applies Principal Component Analysis (PCA) to a dataset containing country-level features. The goal is to reduce dimensionality while retaining most of the variance, enabling a more compact representation of the data. PCA is used to: Analyze the structure and variance of the dataset, visualize the data in reduced dimensions, evaluate reconstruction accuracy after dimensionality reduction.
Repository on GitHub
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Market Analyzing (Dec 2024)This project is a comprehensive analysis of a financial market dataset, focusing on preprocessing, visualization and predictive modeling. The objective is to explore various machine learning algorithms to predict stock prices and evaluate their effectiveness.
Repository on GitHub · Notebook on Kaggle
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Customer Clustering (Nov 2024)An Unsupervised Machine Learning Project which was about Clustering the customers using some unsupervised algorithms such as K-Means, DBSCAN and Gussian Mixture Model (GMM), also on the GitHub version there is an emphasising on finding which one of the StandardScaler or MinMaxScaler is more appropriate for modelling. You can access the code on either GitHub or Kaggle.
Repository on GitHub · Notebook on Kaggle
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Phone Price Prediction (June 2024)The Phone Price Prediction project aims to classify mobile phones into different price ranges based on their technical specifications. Using machine learning algorithms, the project evaluates features like battery power, RAM, processor cores and more to predict the price category of a phone. This project demonstrates data preprocessing, feature selection and model optimization techniques to achieve accurate predictions.
Repository on GitHub · Notebook on Kaggle
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Personal Bank Loan (June 2024)In this ML project, I focus on predicting personal bank loan approval using “Logistic Regression”, “Naive Bayes” and “KNN” algorithms. The goal is to analyze customer data such as age, income, and education to predict whether a loan application will be approved or not.
Repository on GitHub · Notebook on Kaggle
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Car Price Prediction (May 2024)In this ML project, I used “linear regression” to predict car prices based on various features such as year, present price, kilometers driven, fuel type, seller type, and transmission. The model was trained to identify patterns in the dataset and accurately estimate car prices, helping to understand how different factors impact the value of a vehicle.
Repository on GitHub · Notebook on Kaggle
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Universities' World Ranking (Apr 2024)In this project, I analyze universities across the world, utilizing various visualizations to highlight patterns and distributions within the dataset.
Repository on GitHub · Notebook on Kaggle
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Microsoft Project (Jan 2023 - Sep 2023)Participate in a group as a project manager to manage the project of constructing a building and setting up a knowledge base company.
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Knowledge Management, Customer Relationship Management, Enterprise Resource Planning (Apr 2023 - May 2023)Participate in a group to research and present, knowledge management, customer relationship management, enterprise resource planning.
Presentation File
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Management Principles and Organization Theory (Jan 2023 - Feb 2023)Participate in a group to present management, the importance of management and the levels of management.
Presentation File
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Road Transportation (Jan 2023)Participate in a group to present road transportation, different types of road transportation and also mentioning some advantages and disadvantages in Transportation subject.
Presentation File
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WBS (work breakdown structure) (Nov 2023 - Jan 2024)WBS chart of the biggest project I’ve done so far in the Project Management subject at university. I participated in a group as a project manager to manage the project of constructing a building and setting up a knowledge base company.
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Hospital Ergonomics (Feb 2022 - Mar 2022)A presentation for Human Factors Engineering subject which was chosen because at that time the world suffered from Corona virus.
Presentation File
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Improving Hospital Resource Allocation using Queuing Theory (Feb 2022 - Mar 2022)Participate in a group to present how we can improve hospital resource allocation by using Queuing Theory, which was chosen because at that time the world suffered from Corona virus.
Presentation File
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Introduce Lathe Machine (Mar2021 - Apr 2021)Use an English video and translate it to Persian and present different part of lathe machine and how to machining in Manufacturing Methods.
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Demand in General Economy (Jan 2021)Participating in a group to present the demand, demand curve and elasticity in General Economy.