I build AI systems from the architecture up — model design, infrastructure, and product — under Mana's own M-Space architecture. Background in network security; based in England.
I'm the founder of Mana, an AI model platform built on a proprietary architecture I call M-Space, and the family of models that sit on top of it. I work across the full stack of that problem: model design and training, the backend and infrastructure that serve it, and the frontend people actually touch.
Before AI, my background is in network security — which still shapes how I build: assume things will be probed, design for resilience, and don't ship what you haven't stress-tested yourself.
Most of the naming across my projects draws from Persian and Zoroastrian concepts — Asha, Mithra, Vohu — a deliberate thread running through the architecture, not just the branding.
Designing the M-Space architecture and the Mana model family on top of it — from training to inference.
Frontend in JavaScript and React, backend in PHP, SQLite and Cloudflare Workers — product end to end.
A security-first background that carries into every system I ship — including incident response on my own infrastructure.
Every model in the Mana lineup is named for a Zoroastrian or Persian concept — the naming isn't decoration, it's a stated intent for what each model is for.
The flagship model — the broadest, most capable member of the family.
Specialised for code — reading, writing, and reasoning about software.
Tuned for natural, everyday conversation.
A smaller, faster model for lightweight tasks.
Built for creative and generative work.
Admin dashboard, chat interface, and public site for the Mana model family — built end to end.
A mixture-of-experts language model built from scratch in PHP, with full backpropagation and gradient verification.
Cloudflare Worker SSE chat streaming, WebRTC video calling, and GeoIP tooling built in PHP.
Identified and removed a backdoor found across cPanel subdomains on Mana's own infrastructure.
A from-scratch PHP implementation of FlashAttention, built for publication on GitHub.
A hands-free dhikr counter and a range of standalone PHP and JavaScript tools.
Since I was 13 I've been shipping standalone tools alongside the bigger work — most named in four or five letters, each solving one thing well.
Words of elders — a feed of curated quotes.
A better Google icon search.
Reads your audio files back to you.
Professional text encryption.
A minimal writing tool — matna, "the writer."
A professional dictionary.
A companion reading and reference tool.
A small, focused utility app.
Time-consuming, in the best way.
Professional mathematician, second iteration.
A code editor, built from scratch.
New tool, currently in progress.
Fastest way to reach me is Telegram or email — I read both.