MAREME THORISO MOGORU

Motivated and detail-oriented Computer Science student with a strong passion for technology, problem-solving, and innovation and a strong foundation in full stack development and machine learning. I bring hands-on experience in building real-world applications using modern technologies like Flutter, React, Firebase, Supabase, and Node.js, as well as a solid understanding of Java, SQL, and Python for backend and data-driven solutions.

My insights demonstrating my passion for innovation, problem-solving, and social impact. I'm eager to contribute to impactful tech projects and grow as a developer by building solutions that make a real difference.

Completed: June 2025

• Simulated real-world forensic analytics tasks
• Created an interactive data dashboard in Tableau
• Used Excel for data classification and business insights
• Gained experience in data storytelling, integrity checking, and client-oriented analysis

Issued:July 2025
A hands-on program covering end-to-end software development, with an emphasis on collaboration, design thinking, and practical product delivery.
Modules & Skills Covered:

• App Strategies & Business Development
• GitHub and Collaboration Workflows
• Building Apps with HTML (The SDLC)
• UX Design Principles, Layouts & Transitions
• Design Thinking and User-Centric Development
• API Integration: Data Input & Processing
• Data Management and Analysis
• Backend Development (Intro + Building APIs)
• AI in Development & App Business Funding
• Marketing Your App Business

Built a robust machine learning pipeline using logistic regression and random forest models in a voting ensemble.

• Developed data cleaning and feature selection scripts using pandas and scikit-learn.
• Applied ElasticNet regularization and class balancing techniques to address data imbalance.
• Conducted model training with an 80/20 stratified split, improving F1-score through preprocessing enhancements.
• Delivered accurate predictions with a production-ready inference script.

A freelance job marketplace platform for connecting clients with service providers.

• Architected a full-stack web application using React for the frontend and Firebase for the backend.
• Implemented real-time job posting, milestone-based payment system, and admin control features.
• Integrated Firebase Authentication and Firestore for secure user management and data persistence.

• A mobile app empowering students to set academic goals and earn water rewards.
• Designed and implemented a multi-page Flutter UI with proper state management.
• Utilized Supabase for backend services, including user data storage and retrieval.
• Integrated map-based water point locator, tap tracking, and milestone-based reward logic.

Analyzed South African civil registration data on marriages and divorces.

• Performed exploratory data analysis (EDA), feature engineering, and model evaluation.
• Built predictive classifiers and visualized socio-demographic trends using seaborn and matplotlib.
• Delivered key insights via an interactive voice-over presentation.

An intelligent parking management system for students and staff to reserve campus parking spots.

• Developed a native Android application using Java, enabling real-time parking slot bookings.
• Designed and connected a MySQL database with a PHP backend for managing reservations.
• Built RESTful API endpoints for updating parking availability and status.
• Created fragment-based UIs for dynamic layout transitions and real-time reservation feedbac

• Farisayi Chinembiri, Student Life Manager, FEENSTRA GROUP: APEX STUDIOS STUDENT ACCOMMODATION, 073 691 282, Farisayi@feenstragroup.co.za
• Vusani Radzilane,CSAM Chairperson,CSAM STUDENT COUNCIL,082 683 1746,csam.chairperson@students.wits.ac.za