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Safe Redact — Desktop Redaction Application

123 of 242 commits — more than the other three engineers combined

A Windows desktop application that runs entity-detection models on the user's own GPU to find and remove personal data from documents, images, audio and video. No server, no upload, no network call.

Vision — Proactive Voice Assistant

An assistant that phones you on a schedule instead of waiting to be opened, remembers what you talked about last time, and follows up.

SOVAS — Learning Management System

A learning platform where every group gets its own space: students see their courses, teachers manage classes, and an institution's administrators oversee all of it.

Ellie — Local-First Meeting Notetaker

Records your meetings, writes the transcript, works out who said what, and produces notes, decisions and action items — entirely on your own machine, with no cloud service and no subscription.

Boval — Booking Platform

Lets a small business put its own branded booking page online: clients pick a service, book a slot and get an SMS confirmation, while the business tracks customers and revenue from a dashboard.

YouTube Agent — Multi-Org Video Automation

Takes a topic and produces a finished, uploaded YouTube video — script, voice, footage, render and publish — for several channels at once, each with its own branding and content calendar.

SafariDesk — Help Desk & Ticketing Platform

461 of 2,027 commits across both repositories — 3rd of 9 engineers

A multi-tenant SaaS platform: Django and PostgreSQL behind a React and TypeScript frontend, with real-time updates, OAuth mailbox integration and a self-hosted Docker deployment alongside the cloud one.

Multiplayer Board Game Portal

A party game you play in the same room: the board goes on the TV, everyone joins by scanning a QR code, and your phone becomes your controller.

SafariDesk CSAT — Customer Satisfaction Surveys

17 of 41 commits — most of any of the 3 contributors

A self-hosted survey platform — rating scales, multiple choice, checkboxes and open text, published to a unique public link per survey.

Nyukiwatch — Apiary Management

Field software for beekeeping: caretakers log hive check-ins with a photo and a voice note from the apiary, and beekeepers get inspection records back at the office — working even where there is no signal.

Explainer Video Generator

A faceless-video pipeline aimed at explainers about money, negotiation, markets and behaviour — mechanism-driven rather than motivational.

Syvella — Automated Explainer Videos

Turns a topic into a finished explainer video: it researches the subject, writes a script, narrates it, picks the footage and renders the result.

SWE — Sprint-Based AI Software House

An experiment in running a whole software team as agents: a sprint is planned, work is split, and the output is reviewed before it lands.

ASIZ — Document Intelligence & Consultation

Reads dense professional documents — legal, financial, medical — classifies what it is looking at, and lets you talk through it by voice.

SwiftX — Teen Driver Safety & Ride-Hailing

A ride platform built for families with teen drivers: parents see where the car is and how it is being driven, and can book rides for school runs.

Agentic Personal Assistant

A voice-first assistant meant to run a home and a small business, not just answer questions — built to work with local models.

Ambient Scenery Video Generator

Builds hour-long ambient scenery videos from a topic, with the footage, the soundscape and the metadata all assembled automatically.

MSME Management System

A back-office system for small businesses: stock, sales, expenses and a dashboard showing where the money actually went.

Charge Monitor

A small Windows and Android utility that tells you to unplug at 98%, so the battery does not sit at full charge all night.

Device Check-In / Check-Out System

An internal system built during my attachment at Kenya Power to track which staff member has which piece of equipment, and when it came back.