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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.
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
