I'm a developer who loves creating meaningful digital experiences — with a focus on tech, minimalism, and where they intersect.

StockRoom — iVend Stock Take App

StockRoom turns the stock-take — usually a slow, paper-driven chore that ties up staff and still gets numbers wrong — into a fast, accurate mobile workflow. Teams scan to count, keep working when the network drops, and push reconciled inventory straight into iVend with zero manual re-keying. The payoff: counts finished in a fraction of the time, stock figures the business can actually trust, and a rollout that scales cleanly from a single store to an entire retail estate.

ShelfLine — iVend Price Checker

ShelfLine puts an instant, self-service price check in every aisle. A shopper scans or types a barcode and immediately sees the product name, price, product image (when set in iVend) and every unit-of-measure with its conversion (e.g. "1 Pack = 6 EA") — no waiting for staff, no surprises at the till. For the retailer that becomes a sales lever: confident shoppers buy more and abandon less, staff spend their time selling instead of fielding "how much is this?", and the aisle itself becomes an interactive touchpoint. Built on iVend and aligned to the store's planogram, so the price is always right for the products in front of the customer.

iVend Knowledge Portal

An AI knowledge base for answering iVend Retail implementation questions with cited sources.

Retail consultants can lose hours digging through vendor documentation, certification PDFs and training videos for answers that need to be exact. A wrong menu path on a live customer system can be costly. This portal brings all of that content into one searchable corpus and answers in plain language, with every claim linked back to its source for verification.

The main challenge was retrieval quality. It combines keyword search (BM25/FTS5) with semantic search, fused using reciprocal rank, followed by metadata reranking, diversity filtering and a relevance gate. This helps answers draw from several relevant sources instead of relying on a single document. Results are also filtered by the reader's iVend version and ERP environment.

GAAP Unity Knowledge Base

The same idea, but built from a live application rather than a document library.

While the iVend corpus had to be reconstructed from scraped pages and screenshot-heavy PDFs, GAAP Unity can be read directly from the running back office. I built a capture harness that walks the application and records its actual structure — columns, fields, field types, actions and API calls.

Capturing a modern web application accurately is harder than it looks. Grids virtualise their rows, so counting visible rows gives the wrong result. Icon-only buttons can lose their meaning when read naively — "Add Quick Product" becomes "plus". And visible columns don't necessarily match the underlying data model: one screen shows 10 columns but actually contains 26.

The harness has rules for each of these cases, with each rule documenting the wrong answer it is designed to prevent. Anything not directly observed is marked as unconfirmed rather than guessed.

Insight — Inventory Intelligence

Turns a multi-branch retail database into specific, costed stock recommendations.

Most inventory reports tell you what you have. Insight tells you what to do with it — which branches should transfer stock, where stock is sitting idle while another branch is selling it, and how to rebalance stock based on each branch's actual demand.

It reads live SQL Server data and values stock at cost, resolving each product's actual costing method instead of relying on the price field. That fixed a costing issue that was overstating values by 33%. Recommendations are ranked by value and filtered by a minimum move threshold so the output focuses on transfers worth making.

The analysis can then be exported to Excel for the teams actually moving the stock.

Insight — Loyalty Analytics

Measures whether loyalty and promotions are actually working.

Built on the same platform as the inventory module, it compares member and non-member spend, tracks promotion performance across different POS mechanisms, and provides individual member histories with AI-generated summaries for staff.

Most of the interesting work was in validating the data rather than building the dashboards. The platform's "average basket" was actually a median. Promotion discounts were being counted twice because the system records both a promotion header and its participating lines. And attach rate — the share of promotional sales linked to a loyalty member — became a useful measure of whether staff were actually capturing loyalty at the till.

Those issues were found by tracing the numbers back to the underlying tables instead of assuming the existing reports were correct.

Relay

A Flutter CRM companion for the Touch Africa team — integrating Gmail and Zoho APIs to centralize communication, automate handovers, and streamline follow-ups.

Churn Prediction Model

Published research on customer attrition in Zimbabwe's telecom sector, then built a Random-Forest churn model at 87% accuracy and deployed it as a Flask web app for non-technical stakeholders.

FDMS Buyer Details Compliance

Integrated mandatory buyer-detail capture into iVend, Unity and QSR POS systems to meet ZIMRA's VAT Act Section 20(4) — coordinating fiscal-device upgrades so clients hit the 31 May deadline and kept VAT-claim eligibility.

Zimbabwe Mental Health Survey

An interactive Power BI dashboard built with Data Science Zimbabwe to analyze a national Mental Health Survey — clear visualizations and actionable insights to improve awareness.

SAP Sales Analysis Dashboard (Sample)

Developed an interactive sales analytics dashboard in SAP Business One as part of Touch's inaugural analytics launch, demonstrating how seamlessly integrating SAP with iVend connects store operations to financial administration. Consolidated data across regions, employees, customer groups, and warehouses, with dynamic filters and visualizations that enabled executives to track top-selling items, profit margins, customer trends, and stock movement—unlocking actionable insights for growth, margin protection, and strategic planning.

Kwizi

Created Kwizi, an engaging web application that tests knowledge of Zimbabwe's history and culture. Designed as a passion project to strengthen Zimbabwe's digital presence, it revives overlooked trivia through interactive quizzes across multiple categories—providing users with an exciting platform to celebrate and learn about national heritage.

Islamic Knowledge Hub

Developed a web application as a resource for exploring Islamic terminology and spirituality, initially for a specific client and now expanding to a broader audience including Islamic Studies students, spiritual seekers, and language enthusiasts. Designed to provide accessible, structured learning while supporting deeper engagement with religious and linguistic concepts.

Asset Manager

Designed and developed a VB.Net-SQL desktop platform for Cairns IT Department to meticulously catalog IT assets and automate clearance management, replacing an inefficient paper-based filing system. Implemented structured databases, intuitive forms, and reporting features to track asset lifecycle, monitor approvals, and generate audit-ready records—enhancing operational efficiency, reducing administrative workload, and improving accuracy in asset management.

This Website!

An online portfolio thoughtfully designed to showcase my skills, achievements, and projects. A digital representation of my journey, expertise, and passion in informatics, presented in a dynamic and user-friendly format.