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Menna mohamed

Machine Learning Project Developer

6th of October, Giza, Egypt

Work 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

    Free Lancer

    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
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    Languages

    • Arabic

      Fluent
    • English

      Advanced
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