
Menna mohamed
Machine Learning Project Developer
6th of October, Giza, EgyptWork Experience
The Arab Academy For Science, Technology
Machine Learning Project DeveloperFreelance / Project
Aug 2024 - Sep 2024 -1 month
Egypt , Cairo
- Job Details:• Developed a machine learning model to predict loan approval using decision trees and random forests. • Conducted data cleaning, feature engineering, and model optimization to enhance accuracy. • Utilized Python and key libraries such as Pandas, NumPy, and Scikit-learn. • Presented results in a detailed report with visualizations to stakeholders, showcasing insights and predictions.
Kanban Task Manager DevelopmentFreelance / Project
Aug 2024 - Sep 2024 -1 month
- Job Details:• Developed a high-performance Kanban task manager website using PHP, JavaScript, and HTML, achieving 100% performance metrics. • Utilized Next.js and React for a responsive front-end experience, enhancing user interaction and interface design. • Employed Tailwind CSS for efficient styling and layout, ensuring a visually appealing and user-friendly application. • Integrated Prisma for seamless database management, facilitating quick data retrieval and storage. • Implemented features such as task creation, drag-and-drop functionality, and user authentication to improve workflow management. • Collaborated with team members to conduct testing and ensure optimal performance across various devices.
WordPress Project – Assistance Platform for the ElderlyFreelance / Project
Aug 2024 - Sep 2024 -1 month
- Job Details:• Developed a user-friendly WordPress website designed to assist elderly individuals in finding help with government paperwork, requests, and support services. • Implemented features that allow users to connect with volunteers and service providers who can assist with various needs, including legal and administrative tasks. • Focused on accessibility and ease of navigation, ensuring the platform meets the specific requirements of older users. • Conducted user testing and gathered feedback to enhance the site's functionality and user experience. • Gained experience in WordPress development, user interface design, and community engagement.
Web DeveloperFreelance / Project
Jun 2024 - Sep 2024 -3 months
- Job Details:• Designed and developed responsive websites for local businesses using HTML, CSS, JavaScript, and Next.js. • Integrated APIs to add location-based services, helping businesses attract nearby customers. • Worked directly with clients to gather requirements, provide technical advice, and ensure timely delivery.
The Arab Academy For Science, Technology
WordPress Project – E-Commerce WebsiteFreelance / Project
May 2024 - Jun 2024 -1 month
- Job Details:• Developed a comprehensive e-commerce website using WordPress, facilitating online sales and enhancing user engagement. • Implemented features such as product listings, shopping cart functionality, and secure payment gateways to provide a seamless shopping experience. • Designed a responsive and visually appealing interface, optimizing user navigation and accessibility across various devices. • Integrated SEO best practices to improve the site's visibility and attract more customers. • Conducted testing to ensure the website's performance, security, and functionality, resulting in a reliable online shopping platform.
DevOps Project – Flight Management SystemFreelance / Project
Apr 2024 - May 2024 -1 month
- Job Details:• Developed and implemented a DevOps pipeline for a flight management system, automating the deployment, testing, and monitoring of the application. • Utilized Docker for containerization and Kubernetes for orchestrating and managing containerized services, ensuring scalability and reliability of the system. • Integrated Jenkins for continuous integration and delivery (CI/CD), automating the build and deployment processes. • Employed monitoring and logging tools to track system performance and ensure minimal downtime for the flight system. • Collaborated with a team to optimize system performance and automate infrastructure provisioning, improving the efficiency of flight operations. • .
System Simulation Project – Coffee Shop SimulationFreelance / Project
Apr 2024 - May 2024 -1 month
- Job Details:customer service efficiency. • Simulated various scenarios to study customer behavior, service times, and queue management, helping to identify bottlenecks. • Utilized tools and algorithms for system modeling and analysis to forecast performance and improve resource allocation. • Enhanced understanding of system dynamics, modeling techniques, and simulation software.
Linux Terminal Project – Operating System CommandsFreelance / Project
Mar 2024 - May 2024 -2 months
- Job Details:• Developed a project utilizing the Linux terminal to demonstrate the use of various operating system commands for file management and system administration. • Created scripts to automate tasks such as file organization, backups, and system monitoring, enhancing efficiency and user experience. • Gained proficiency in essential Linux commands (e.g., grep, awk, chmod, bash scripting) and their applications in real-world scenarios. • Conducted system analysis and troubleshooting, utilizing command-line tools to monitor system performance and resource usage. • Documented the processes and results, providing insights into the practical applications of Linux commands in operating system environments.
Music Application Development – Linked Lists and queuesFreelance / Project
Jul 2023 - Aug 2023 -1 month
Egypt , Cairo
- Job Details:• Designed and implemented a music application that utilizes linked lists for efficient song management and queues for playback functionality. • Developed features for adding, removing, and sorting songs in the playlist using linked list operations, ensuring optimal performance and flexibility. • Implemented a queue system to manage song playback, allowing users to enqueue, dequeue, and skip songs seamlessly. • Created a user-friendly interface to enhance the overall user experience and facilitate easy navigation through the music library. • Gained hands-on experience with data structures, algorithms, and Java programming to address real-world challenges in music management.
Embedded Systems Project – Alarm SystemFreelance / Project
May 2023 - Jul 2023 -2 months
- Job Details:microcontrollers to detect unauthorized access. • Programmed the microcontroller to trigger the alarm based on input from motion or proximity sensors, ensuring real-time response. • Assembled and connected hardware components, including buzzers and LED indicators, to create a fully functional alarm system. • Gained hands-on experience in embedded programming, hardware-software interfacing, and troubleshooting.
Full Website Development – JavaFreelance / Project
Apr 2023 - May 2023 -1 month
Egypt
- Job Details:• Developed a fully functional website from scratch using Java, focusing on both front-end and back-end development. • Implemented features like user authentication, dynamic content generation, and database integration using Java frameworks. • Used technologies such as JSP, Servlets, and JDBC to create a smooth and responsive user experience. • Gained hands-on experience with web technologies, object-oriented programming, and back-end server management. • Collaborated with peers to test, debug, and deploy the website in a real-world environment.
Physical Email Counter SystemFreelance / Project
May 2022 - Jun 2022 -1 month
- Job Details:• Constructed a physical system that counts the number of emails in a box using logic circuits and display mechanisms. • Built and connected hardware components such as switches and counters to create a working prototype. • Enhanced understanding of practical circuit implementation and hardware interfacing.
Physical Digital Logic Project – Line-Following CarFreelance / Project
Mar 2022 - Apr 2022 -1 month
- Job Details:• Designed and built a physical car that autonomously follows a black line using sensors and basic digital logic circuits. • Assembled and programmed hardware components to control the car’s movement, ensuring precise line detection and smooth navigation. • Gained hands-on experience in circuit design, sensor integration, and troubleshooting mechanical and electrical issues.
Education
Bachelor's Degree in cs
Arab Academy for Science, Technology and Maritime Transport (AAST)Jan 2025
Activities
World Event on AI and Data Analysis organized by DSC MENA at DSC MENA
Student Activity
May 2024 - Jun 2024 -1 month
Skills
- Node.js
- NPM
- CSS
- Mathematics
- CPP
- Team Leadership
- Architecture
- Hardware design
- Front-End Development
- Back-End Development
Languages
Arabic
FluentEnglish
Advanced