Hamza Manai

Project: Stock Price Prediction System Development • Developed and refined an AI-driven system for predicting stock prices, utilizing a combination of RNN and LSTM algorithms. • Madeclassification and recommendation for financial assets, achieving high precision in predictions and classifications.

Project: Web Form Management Application • Developed a dynamic web form management application using Symfony4, PHP, HTML, and JavaScript. • Enhanced user experience and operational efficiency focusing on smooth navigation and reliable data management.

Project: Customer BlackHole (Marketing Tool) • Developed a marketing tool aimed at boosting e-commerce engagement using Sails.js and Vue.js in a Scrum project management framework. • Developed a customizable popup feature, enhancing user engagement and conversion rates on e-commerce platforms. • Ensured compatibility with Shopify.

Schooling System Management Web Application • Contributed to the development of a web application for managing school administration processes. • Employed MEAN stack technologies within a Scrum methodology. • Developed functionalities for user authentication, module progression tracking, and payment processes.

Project: Task Management Platform • Developed a task management web application for SmartUP’s customer service department. • Utilized HTML, CSS, PHP, and MySQL to enhance team coordination and client issue resolution. • Designed a user-friendly interface, significantly improving administrative and technical task management.

Data Science Major

Information Systems Development