Machine Learning / Data Mining Application Part 1 (Back-end)

We are constantly thinking about how we can better serve our community. As a result, we have decided to make a matrimonial app for our community where we can help our community members find a perfect spouse for themselves. We would like to collaborate with students to apply the latest machine learning (ML) and data mining (DM) techniques. Students will develop an ML model related to any of the aforementioned applications. This will involve several different steps for the students, including: Conducting background research on our existing products and the dataset. Analyzing our current dataset. Researching the latest ML/ DM techniques and how they could be applied to our data. Developing an ML/DM model that provides unique outcomes or insights into our data. Providing multiple solutions that can be applied to solve the same problem.

Blog Website Creation for SEO

Our company wishes to create a blog so we can increase traffic to our website. We want to create a blog to strengthen our marketing. We would like to collaborate with students to creating a blog website as well as a few posts that drive more traffic to our website. This will involve several different steps for the students, including: Developing a blog website. Familiarizing themselves with our goals, target market, products and services. Recommending topics for our blog posts. Drafting blog posts relevant to our business. Revising blog posts based on feedback. Bonus steps in the process would also include: Recommending ways to market our blog.

Google Reviews Analysis

As we expand and hire new drivers, we need to be able to take our customers opinions into consideration and improve as we grow. Hence, we’d like students to help analyze our google review datasets to draw helpful insights. From this analysis, we hope to not only improve our processes and understanding but also gain insights that will enhance our strategy. These insights will be directly related to business outcomes.

Web App UI/UX design & Front-End development

Project Goal Our matchmaking app aims to provide a seamless and user-friendly experience for users seeking a compatible spouse while ensuring compliance with Islamic values. To achieve this, we need a well-structured and modern front-end that enhances user experience, simplifies navigation, and effectively integrates with our back-end services. Main Objective The objective of this project is to collaborate with students in a front-end development role to enhance the user interface of our application. They will focus on improving usability, performance, and design consistency while integrating necessary features that align with our app’s functionality. Tasks & Activities Students will be responsible for the following tasks: Research & Planning Analyze modern matchmaking and dating apps to identify effective UI/UX patterns. Research best practices for accessibility and responsiveness. Review the existing UI components in the app to identify areas for improvement. Front-End Development Create and implement new UI components using React and MaterialUI . Improve navigation and user interaction for a seamless experience. Ensure consistent styling and responsive design across devices. Optimizing & Updating Existing Pages Refactor and improve older UI components for consistency and performance. Optimize rendering performance by minimizing unnecessary re-renders. Enhance form validation and user input handling. Testing & Debugging Conduct usability testing and gather feedback for improvements. Debug and resolve UI-related issues for a smooth user experience. Ensure mobile-first design principles are followed. Bonus Tasks (Optional Enhancements) Suggest and prototype new features that can improve engagement. Explore animation and micro-interactions to enhance user experience. Recommend front-end performance improvements, such as lazy loading images and code splitting.