MHND LABS
Work Independent AI Lab · Cairo
Independent AI lab

AI that meets you
where you live.

I’m Muhannad. I build AI that fits into real life: on the device in your hand, in the apps you already use, doing a job you actually need. From Cairo, in the open.

Field status Every demo on this site is live. Keep JavaScript on and this line probes the whole fleet from your browser.
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Right where you already are, on your phone or the web.
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Useful and shipped, not promised.
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By one person in Cairo, in the open.
In the labShipping now
PROJECT 01

DateMe

The dating-photo coach that never sees your photos.

on-device no uploads no AI faces a coach, not a bot

DateMe ranks your real photos for how they actually land on a dating profile, shows the one change that helps most, and drafts bios in your own voice, all on your iPhone.

PROJECT 02 live now

Daleel

The real-estate sales agent that prices the market while it sells.

bilingual grounded agent demand intelligence sells + listens

Daleel is a bilingual AI sales agent for off-plan real estate. It chats with buyers in English and Egyptian Arabic on the web, answering on payment plans, inventory and viewings from real data, never guessing. Every conversation quietly becomes structured demand and pricing intelligence, giving developers a live read on what buyers actually want and will pay. Built for a national PropTech innovation competition.

PROJECT 03 live now

forsah.me

Next-day AI predictions for the Egyptian stock market.

EGX30 100+ stocks Arabic + English runs in production

forsah is my production SaaS: next-day AI price predictions for 100+ stocks on the Egyptian Exchange, scored against the EGX30 index, in Arabic and English. Built and operated solo, end to end: the prediction pipeline, the Next.js app, and Stripe billing hardened against real webhook retries. Live, with paying subscribers.

PROJECT 04 Something new, in the works. SOON
Field workClient briefs, answered with working software
W-432026-07

Model-Input Cleaner

Segmentation-first product-photo cleanup with a live faithfulness gate: /api/qa recomputes SSIM and edge-IoU per edit and fails unfaithful ones.

Next.jssharpCV QA
↳ an image-to-3D pipeline brief (US)Live
W-462026-07

Remittance Ledger Console

USD to EGP remittance slice on real Postgres: double-entry ledger, idempotent transfers, sanctions screening and an append-only audit trail, live in the page.

Next.jsPostgres (Neon)double-entry ledger
↳ a fintech backend application (Cairo)Live
W-172026-06

Aegis Agent Console

Self-hosted Claude Agent SDK harness: coordinator plus sub-agent, cross-session memory recall, pause/resume, and a live rubric grader that fails a first draft and passes the revision.

Next.jsClaude Agent SDKOpenRouter
↳ a Claude-agent developer brief (US agency)Live Code
W-192026-06

Answer Engine Readiness Audit

Fetches any URL server-side and scores 13 AEO/GEO signals with cited evidence and an impact-by-effort fix matrix. No keys, no LLM, always live.

Next.jsSSRF-guarded fetcher
↳ a B2B AEO strategy brief (Canada)Live
W-202026-06

Company Brain MVP

MCP-native internal-knowledge agent with per-employee memory isolation: two users' stored preferences visibly change the same answer.

Next.jsMCPMem0-style memory
↳ an MCP company-brain brief (US MSP)Live
W-322026-06

XFA → AcroForm Workbench

Converts a dead XFA government form into a working AcroForm in the browser: JSON auto-fill of all 20 fields, live edits, real /Sig signing, clean flatten.

Next.jspdf-lib
↳ a US government-forms briefLive
W-012026-04

Automated Ad Factory

Script in, eight ad variants plus storyboards out: five parametric templates rendered server-side with a multi-modal Claude pipeline.

Next.js 16Claude multi-modal
↳ a direct-response creative brief (US)Live
W-052026-04

NRT: Rust SLM Inference Server

10K-LOC pure-Rust inference server: manifest-driven small-language-model cluster on Candle, 7 crates, 29/29 tests passing. Apache-2.0.

RustCandle
↳ a Rust LLM-infrastructure brief (US)Code
W-082026-04

Patient Digital Identity (FHIR)

Patient digital-identity explorer over 1,053 FHIR R4 resources and 17 LOINC series, with a 5-axis wellness scorer and Claude streaming over AI SDK v6.

Next.jsFHIR R4AI SDK v6
↳ a health-AI brief (US)Live