Technology projects grounded in public needs and practical learning.
This portfolio brings together public-sector and e-governance engagements, enterprise digital products, and postgraduate coursework. Each project is described according to its documented purpose and scope, with delivery status kept distinct from proposed or developing functionality.
PORTFOLIO STRUCTURE
Three complementary areas of work
The first group highlights public-sector systems, digital administration and e-governance engagements. The coursework group documents academic projects and practical exercises. The Enterprise products are also grouped separately.
01 / PUBLIC SECTOR
Public Sector and e-Governance
Digital administration, certification workflows, public services and technology capacity building.
02 / ACADEMIC WORK
Coursework Portfolio
Selected assessed work in data mining, business intelligence, education and business analytics, Python programming, testing and interactive software development.
03 / PRODUCT DEVELOPMENT
Enterprise & Digital Products
Automotive operations, location-based services, community payments and digital marketplaces. Status labels indicate product initiatives rather than guaranteeing production deployment.
ZIMCORE ENTERPRISE SUITE
End-to-end automotive fleet and service management
Zimcore is designed to manage automotive fleet operations and service delivery. Its Fleet Manager component comprises four functional areas:
- Customer Service: customers, job control, vehicles, orders, proposals, post-service reminders and follow-up.
- Sales Manager: vehicles and spare parts.
- Accounts: inventory, invoices, payments and receipts.
- Human Resources: staff productivity and payroll.
NAQS PORTAL
Digitising agricultural quarantine workflows
The documented portal scope covers exporter and service-provider registration, phytosanitary and veterinary certificate applications, service-provider assignment, application tracking, role-based dashboards, support tickets and notifications. The README identifies PHP/Laravel, MySQL, HTML, CSS, JavaScript and Bootstrap as the stack.
DATA MINING & BUSINESS INTELLIGENCE
World University Rankings: Data Mining and Predictive Analysis
The coursework report documents analysis of the Times Higher Education rankings dataset spanning 2011–2016. It includes preprocessing and exploratory visualisation, regression to estimate total scores, classification into performance groups, clustering and rule-based analysis using Orange Data Mining.
EDUCATION ANALYTICS
Education Enrolment & Gender Parity Analysis
This coursework project explores education-enrolment trends and gender parity using public statistical data. The analysis focuses on trends over time and communicating findings clearly.
BUSINESS ANALYTICS
Car Dealership Database & Sales Analysis
This coursework database and analytics project focuses on organising dealership data and examining sales information to support structured reporting and business insight.
INTERACTIVE SOFTWARE DEVELOPMENT
Python Programming & To-Do List Manager
The module report documents progressive Python exercises covering control flow, functions, error handling, object-oriented design, automated tests and GUI programming. Applications include a temperature converter and a To-Do List Manager, with further work on CSV-backed persistence.
RESEARCH CONNECTION
AI research and applied experimentation
My research into hybrid machine-learning approaches for email spam and phishing detection is presented separately from software products and coursework, with emphasis on model evaluation and explainability.