Data Scientist with experience in machine learning, deep learning, and data science projects. Completed a Bachelor of Computer And Data Science from Alexandria University and has worked on fog computing prediction, backe…
Data Scientist with experience in machine learning, deep learning, and data science projects. Completed a Bachelor of Computer And Data Science from Alexandria University and has worked on fog computing prediction, backend API implementation, A/B testing, and customer segmentation analysis.
Collaborated with cross-functional teams to gain insights into the benefits and challenges of fog computing.
Studied and understood reduced latency and bandwidth efficiency factors.
Developed a Deep Neural Network model ANN to predict short term and long-term fog node resources.
Implemented the model to inform decision-making on data processing location (same node or redirection).
Increased the model's accuracy from 84% to 97%.
Provided a practical solution for optimizing data processing on fog nodes.
Responsible for creating a foundation for efficient communication between the frontend and backend, enabling seamless integration and enhancing the overall user experience.
Implemented API endpoints for key functionalities, including user authentication, product management, and order processing.
Collaborated closely with the frontend team to ensure smooth integration of backend functionalities into the user interface.
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