Naba A. OuladYaich

A third-year AI student at Umm Al-Qura University with foundational experience in natural language processing and machine learning. Familiar with Python and MATLAB, passionate about leveraging AI to solve real-world problems, with a love for learning and a strong willingness to grow.

A showcase of selected academic and personal projects demonstrating practical experience in programming, data analysis, and artificial intelligence. These examples highlight a passion for learning, problem-solving, and leveraging technology to address real-world challenges.

Machine Learning in Smart Cities: A Review of Traffic and Crowd Management Systems
Co-authored a review paper that analyzed ten scientific studies on machine learning applications in traffic and crowd management within smart cities, highlighting AI's role in enhancing urban mobility.

Hotel Reservation Cancellation Prediction Using Machine Learning
Developed predictive models using the Hotel Reservation Cancellation Dataset in WEKA, exploring classifiers like ZeroR and Decision Tree. Applied data preprocessing techniques and evaluated models using accuracy, precision, and recall to provide insights for minimizing reservation cancellations.

Cash Wise - Personal Finance Management Software (Bash Script)
Designed and developed a Bash-based software for managing personal finances, including features for expense tracking, budgeting, debt management, and account handling, with file-based storage and detailed reporting capabilities.

Hajathon Prize Winner (20K SAR), December10,2024: The Institute of Hajj and Umrah Research, First Place, Transportation Track: Developed an AI-powered smart bus system for Hajj, integrating computer vision to detect crowd density and optimize transportation routes, enhancing efficiency and pilgrim experience.

• Introduction to Optimization in Python, DataCamp
• Data Manipulation with pandas, DataCamp
• Supply Chain Analytics in Python, DataCamp,