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Software & AI.

Useful apps, African food recognition, and real product workflows.

5 projects + 2 in progress

Projects in Software & AI

Forge dashboard showing a training plan, nutrition summary, and workout logging interface01 Live
Fitness tracking product2026

Forge

A mobile-first fitness PWA for workouts, nutrition, progress, private media, and fast set logging.

Next.jsTypeScriptSupabasePWA
Case study Open live app
02 Live
Final-year AI project2026

CalVision

A deep learning nutrition tool that recognizes African dishes and estimates calories and macros from a meal photo.

YOLO segmentationDeep learningAfrican dishesReact
Case study Visit live site
03 Internship work
Healthcare education platformInternship work

PPFN Learning System

A learning platform for healthcare training, progress tracking, assessments, and certificates.

ReactNode.jsPostgreSQLAWS S3
Case study View source
04 Internship work
Financial product experienceInternship work

Stock Trading App

A mobile trading interface for market activity, portfolios, watchlists, and transaction history.

React NativeTypeScriptWebSocketNode.js
Case study View source
05 Project
Patient management mobile appProject

Dental Clinic App

A mobile workflow for patient appointments, treatment records, reminders, and clinic operations.

React NativeFirebaseExpoTypeScript
Case study View source

Also in progress.

In development

An AI coding harness for building complete applications.

I am working with Approovia Limited on an AI coding harness in the same broad category as Lovable and Cursor. It is being designed to turn a simple prompt into a tested, deployed application through a guided conversation about the product requirements.

A hospital could ask it to create a hospital management system. The harness would ask which features and specifications are needed, or work from information in the hospital website or documents if that conversation is skipped.

From that information, it would define business logic and specifications, then direct a coding agent to build the application. Structured Markdown files would guide consistent development practices, security considerations, and testing.

  1. 01UnderstandStart with a prompt, questions, or existing documents.
  2. 02SpecifyDefine business logic and application specifications.
  3. 03Build and testGuide a coding agent with standardized Markdown processes.
  4. 04DeployRelease through the planned Approovia cloud service after testing.

The cloud service is being developed from scratch on rented data-centre infrastructure. The harness will begin as a web application, with desktop and mobile versions planned for later. These are development plans, not a claim of a launched platform.

Concept in development

Connecting software, machine learning, and a discreet wearable.

I am working on a software and hardware concept intended to support people in dangerous situations. The software would explore machine-learning signals for potential harm, while a ring, necklace, or bracelet would provide a manual alert trigger.

The planned alert flow would notify selected emergency contacts or emergency services and share location. Tracking is intended to support locating someone during an emergency, including kidnapping. These are planned capabilities, not an operational service or a replacement for emergency services.

  1. 01MonitorExplore signals that may point to potential danger.
  2. 02TriggerProvide a discreet manual alert through a wearable.
  3. 03NotifyContact selected people or services.
  4. 04LocateShare tracking information to support a response.

The final wearable form and operating model are still being explored. This is a concept in development, not an operational safety service.

Have something in mind?

Let's work together.

If you have a project in mind or simply want to say hello, send me a message. I would be happy to hear from you.

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