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Raif Sayed, Machine Learning Internship

Raif Sayed

Machine Learning Internship·Islamic University of Lebanon

Lebanon

Bachelor's degree, Management information system

Work experience

Total years of experience: 0 years, 7 months

Machine Learning Internship

January 2025 - July 2025

Islamic University of Lebanon

Beirut, Lebanon •Remote

January 2025 - July 2025

• Developed classification models using Python to predict heart disease outcomes.
• Built and compared Machine Learning models including Neural Networks (MLP) and Decision Trees.
• Evaluated model performance using Accuracy, Precision, Recall, F1 Score, and ROC-AUC.
• Applied data preprocessing and visualization techniques using scikit-learn and matplotlib.
• Improved understanding of model performance and data-driven decision making.
Company industry:
Primary, Prep, & Secondary School
Job role:
Information Technology

Education

Islamic University Of Lebanon

July 2025

July 2025

Bachelor's degree, Management information system

Lebanon

Worked on multiple academic and practical projects during my MIS studies, with a focus on combining technology and management solutions. Graduation Project – Go Reserve: Developed a complete event management and reservation system that allows users to browse events, select seats, register, and receive booking confirmations. The system included an admin dashboard to add, edit, and delete events, manage seat reservations, and view contact messages. Designed the platform using PHP, MySQL, HTML, CSS, JavaScript, with a responsive and modern UI/UX. Integrated user authentication, contact form, and real-time booking system with seat selection. Ensured a secure and user-friendly experience, with focus on database optimization and dynamic interaction. Enhanced technical skills in web development, database design, problem-solving, and project management.

Skills

Information Management
Expert
Information Management
Expert
Data Analysis
Expert
Data Analysis
Expert
Database
Expert
Database
Expert
Mobile Development
Expert
Mobile Development
Expert
Web Development
Expert
Web Development
Expert
Web Development
Intermediate
Web Development
Intermediate
Other Skills: Problem-Solving, Teamwork, Communication, OOP Concepts
Intermediate
Other Skills: Problem-Solving, Teamwork, Communication, OOP Concepts
Intermediate
Programming: Java, Kotlin, PHP, HTML, CSS,
Intermediate
Programming: Java, Kotlin, PHP, HTML, CSS,
Intermediate
Data Analysis: SPSS, Excel
Intermediate
Data Analysis: SPSS, Excel
Intermediate
Databases: MySQL, SQL
Intermediate
Databases: MySQL, SQL
Intermediate
BANKING
Intermediate
BANKING
Intermediate
DATABASE MANAGEMENT
Intermediate
DATABASE MANAGEMENT
Intermediate
COMPUTER PERFORMANCE
Intermediate
COMPUTER PERFORMANCE
Intermediate
INFORMATION TECHNOLOGY
Intermediate
INFORMATION TECHNOLOGY
Intermediate
MANAGEMENT INFORMATION SYSTEMS
Intermediate
MANAGEMENT INFORMATION SYSTEMS
Intermediate
MOBILE APPLICATION DEVELOPMENT
Intermediate
MOBILE APPLICATION DEVELOPMENT
Intermediate
MOTIVATIONAL SKILLS
Intermediate
MOTIVATIONAL SKILLS
Intermediate
PROBLEM SOLVING
Intermediate
PROBLEM SOLVING
Intermediate
SYSTEM SUPPORT
Intermediate
SYSTEM SUPPORT
Intermediate

Languages

English
Expert
Arabic
Native Speaker
French
Expert