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Graduation Projects
SaveSmart (Supermarket Price Comparison App)
A mobile application that enables users to make informed, cost-effective shopping decisions by comparing real-time prices of grocery items across various supermarkets in their area.
Academic Advisor Chatbot
An Arabic-language chatbot that provides instant academic support, reducing advisor workload and improving student access to information.
Depressed Helping – A Web Application for Supporting Individuals with Depression
A web-based platform designed to provide accessible mental health support through mood tracking, CBT exercises, mindfulness tools, and crisis resources.
Smart Locker Management for Pilgrims and Umrah Performers system
A secure web-based locker system for pilgrims to store belongings during Hajj/Umrah, featuring real-time tracking and biometric access.
Blood Bank System
A web-based platform that facilitates efficient blood donation and matching between donors and recipients, helping to quickly find the right blood type during emergencies.
Project Budget Prediction using AI
A Flutter-powered mobile application leveraging AI (XGBoost algorithm) to forecast project costs and classify budgets (small/medium/large) for investors in Saudi Arabia.
The Village of My Throughout Country
A digital platform that promotes tourism and commerce by showcasing the cultural and historical heritage of Al-Majardah Governorate.
Your University Portal
A comprehensive academic portal for students, faculty, and administrators to manage courses, attendance, schedules, and university communications efficiently.
Blockchain-Based Real Estate Platform
A blockchain-powered platform for secure, transparent, and efficient real estate transactions.
Web Development
Ameen Qahtan Tech & Educational Services Website
<p>A modern, responsive website designed to showcase Ameen Qahtan’s wide range of technical and educational services, providing intuitive navigation and engaging user experience.</p>
Smart "Meem" platform website
<p>An AI-driven platform that helps high school students identify the university major that best fits their skills, interests, and personality.</p>
Dr. Abdullah Al-Swidi personal website
<p>An interactive academic website that guides visitors through his professional career, research, awards, and educational initiatives, with a unique interactive tool for measuring leadership competence.</p><p>- A personal academic platform that includes a professional career, articles, research, services, an interactive tool, and a visual overview of events and awards.</p><p>- Objective: To showcase expertise, disseminate knowledge, and promote academic and developmental engagement across individuals and institutions.</p>
Data Analysis
Automating Date Grading at Tamra Al-Khair
A predictive model that automates the grading of dates using visual features like size, color, and blemishes.
Zamzam Water Demand Prediction Model
A forecasting model to predict bottled Zamzam water demand based on weather, time, and pilgrim statistics.
Bank Marketing Data Analysis Project
Exploratory data analysis and predictive modeling on the UCI Bank Marketing dataset to understand customer behaviour and predict subscription outcomes.
Tracking iPhone Sales Statistics
Tracks and visualizes global sales figures for various iPhone models using tabulated data and charts.
Credit Card Detection
Implements a k-nearest neighbors classifier, tuned via grid search, to identify fraudulent transactions in a credit-card dataset.
Weather forecast data
A classification workflow to predict rainfall (“Rain” vs. “no rain”) from meteorological features.
Machine Learning
Optimizing Heart Disease Prediction Models Using Genetic Algorithm and Neural Architecture Search
Pipeline to predict heart disease by tuning classical classifiers with a Genetic Algorithm (via NIAPY & PSO) and then refining deep-learning model architectures using AutoKeras neural-architecture search.
Principal Components Analysis (PCA) Implementation
Applies PCA to the scikit-learn breast cancer dataset to reduce feature dimensionality and visualize principal component structure.
Diabetes Detection using a Neuro-Fuzzy System
Combines fuzzy-c-means feature generation with a neural-network classifier to predict diabetes outcomes on the Pima Indians dataset.
Breast Cancer Classification Using Decision Tree Classifier
A pipeline to classify breast tumors (malignant vs. benign) using a Decision Tree model on clinical feature data.
Predictive Analysis of Car Prices
A regression pipeline to predict used-car prices based on vehicle attributes, using linear models and visual diagnostics.
Naïve Bayes Classifier for Titanic Dataset
Uses a Multinomial Naïve Bayes model to predict passengers’ embarkation port from key demographic and fare features.
Language Detection Using Naive Bayes
A text-classification pipeline that uses TF-IDF features and a Multinomial Naïve Bayes classifier to predict the language of input sentences.
Canada Customer Data Extraction
Loads and inspects an Excel dataset, then reads and parses a text file to extract specific customer names and monetary values using regular expressions.
Digit Recognizer
A pipeline that classifies handwritten digit images (MNIST) using PCA for dimensionality reduction and supervised classifiers (Decision Tree, SVM).
Machine Learning Tutorial
A step-by-step walkthrough of basic supervised learning workflows using the Iris dataset.
Academic Research
Final Training Experience report at Khamis Mushayat General Hospital
<p>An 8-week practical training in the IT department of Khamis Mushayt General Hospital, focusing on server management, network expansion, device maintenance, and healthcare software systems.</p>
Presentations
Training Experience presentation at Khamis Mushayat General Hospital
<p>An 8-week practical training in the IT department of Khamis Mushayt General Hospital, focusing on server management, network expansion, device maintenance, and healthcare software systems.</p>
Graduation Projects Services
With my academic excellence and practical experience in IT, web development, and data analysis, I offer specialized consultation and development services for graduation projects across various fields.
- Project idea generation and feasibility analysis
- Technical architecture and design planning
- Full development and implementation support
- Documentation and presentation preparation
