danson
Artificial Intelligence, Embedded Hardware, & Clean Digital Architectures.
I am a Mathematics & Computer Science undergraduate building offline-first reliability, privacy-aware design, and modular scale.
Selected Works.
Practical systems engineered across AI, embedded hardware, and digital experiences.
Daylio
A personal progress tracking application focused on lightweight data entry and reflection.
iLink
An iMessage-style real-time chat system that uses WebSockets to handle live communication.
Ava
A simple uncensored AI agent used as an experimental base for understanding agent behavior, prompt control, and autonomy.
pete5000_v1
A drone control system exploring command structures, control logic, and software-hardware interaction.
Vasiti
A campus-focused social networking application designed to explore real-world mobile app architecture rather than experimental UI demos.
dotX Drone
An evolving drone system project focused on modular control, communication design, and future AI-assisted operation.
Meerqatt
My unifying identifier across engineering work. Not a company, not branding fluff. It represents iterative building, long-term system thinking, and practical engineering over hype.
The Arsenal
"I am frustrated by the modern software ecosystem: bloated frameworks, over-abstracted logic, and systems built for temporary demos instead of long-term durability."
My preference is for end-to-end system understanding. I favor incremental, modular design where components work independently before full integration.
I treat AI as a tool inside a system—something to be understood, constrained, and rigorously tested. It is not magic, and it is not a black box.
Danson Muchui
Systems Engineer
Our vision
for any architecture.
Every system tells a story. The arsenal below allows for robust, offline-first reliability out of the box.