AI Systems Engineer/Egypt · EG · GMT+2/open · for hire
I ship AI to production.Most consultants only demo it.
Senior engineer and AI architect, solo. 3 live AI products. 2 open-source tools. 1 paid pilot. Each is filed as an exhibit — carried end-to-end (architecture, code, instrumentation, deploy), stamped with the one production number that proves it. GMT+2 — I cover EU mornings and US afternoons.
- Filed by
- O. G. Nagy
- Coverage
- EU mornings · US afternoons
- Working
- Solo · end-to-end
Instant AI audit · free
Describe your AI problem. Get a real architect’s read — in seconds.
Not a chatbot. A live, structured audit — the same first-principles read that opens the $1,500 Audit Sprint, generated in front of you.
// or start from one of these
A taste of the paid sprint. Capped to keep it free. The full Audit Sprint is a recorded call, a written brief, and a working prototype in your stack.
- 01The real problemthe 80% under the surface
- 02A first architecturenamed tools, not theory
- 03What derails it in prodthe #1 failure mode
- 04Fixed fee + timelinethe honest read
// your audit renders here, section by section.
Section 02 — case files
The work, filed as exhibits. One real number each. Built end-to-end.
Full index →- EX. 01Paid pilot
Harmonia Salon POS
An Arabic-first operating system for a luxury salon — POS, smart queue, memberships, payroll, and a net-profit dashboard, built to run on salon tablets offline.
14d to a running system·Next.js 15 · Supabase eu-central-1 · TypeScriptDoesSee the product →Run a luxury salon end-to-end from one tablet — sales, queue, memberships, payroll, profit.
fig. 01 - EX. 02Live · real shops
RetailOS
An Arabic-first cloud POS platform for independent retail — point of sale, an ordering storefront, delivery, staff, and finances in one place, with hardware that just works.
−28% LLM cost cut·Next.js · Supabase · FastAPIDoesSee the product →Give an independent shop a real POS, storefront, and back office — Arabic-first, hardware-ready.
fig. 02 - EX. 03Live
MedPrüf
Exam prep that gets foreign-trained doctors through the Austrian Kenntnisprüfung — a vetted question bank with spaced repetition, full exam simulation, and a study plan that targets your weak spots.
10,992+ questions live·Next.js 15 · React 19 · SupabaseDoesSee the product →Pass the Austrian medical exam — a vetted bank plus the study tools that move a real score.
fig. 03 - EX. 04Live
Bridge Sourcing
A sourcing concierge that connects European apparel and promo brands with vetted Egyptian factories — duty-free into the EU, roughly a week across the Mediterranean.
0% EU import duty·Egypt → EU lane · Apparel + promo · ConciergeDoesSee the product →Source apparel from vetted Egyptian factories — duty-free into the EU, ~1 week transit.
fig. 04 - EX. 05Open source
llm-eval-ci
A quality gate for LLM products — turns real production traces into a golden regression set, scores every change with six calibrated graders, and fails the PR in CI when answer quality drops. MIT.
exit 1 on a quality regression·Python · GitHub Action · LLM-as-judgeDoesSee the product →Stop quality silently degrading between releases — a golden set + calibrated graders that fail the PR in CI.
fig. 05 - EX. 06Open source
Mnemonic
Self-hosted, layered memory for AI agents — scratchpad, episodic, semantic, and a relationships graph, with real contradiction resolution. MIT.
4 memory layers·Python · FastAPI · QdrantDoesSee the product →Give your agents memory that resolves contradictions — self-hosted, private, ~$2/mo.
fig. 06 - EX. 07Client build · trade
UTURN. Advertising
A bilingual (EN/AR) site and self-serve admin for a creative-production studio in the Nile Delta — so the agency runs its own portfolio, clients, and brief intake without a developer in the loop.
EN / AR bilingual, full RTL·Next.js 15 · Tailwind v4 · SupabaseDoesSee the product →Hand a client a bilingual site they run themselves — portfolio, clients, and intake, no developer.
fig. 07
Section 03 — entry tier · 1 week
Audit Sprint · $1,500
One week, fixed scope. A 30-minute discovery call, a written architecture brief with one cost-saving recommendation, a working prototype of that recommendation in your stack, and 30 days of async follow-up. $1,500 flat — and the prototype is yours either way.
// the full ladder · start small, scale if it works
- $1,500
- Audit Sprint · you’re here
- $5–7K/mo
- Fractional-CTO retainer
- $8–25K
- Fixed-scope project build
Omar G. Nagy
// EG · GMT+2
Section 04 — the operator
One operator who ships engineering, AI, and growth — without three meetings.
I’m Omar G. Nagy. 9+ years engineering, the last two putting AI into products and keeping it working after launch. Founder of NeuraScale, a one-person AI product studio.
I run three lanes most people split across three hires: the engineering, the AI integration, and the growth instrumentation that tells you whether either is working. I keep them together because the expensive production-AI bugs live in the seams where they meet — the cost curve nobody’s watching, the eval that was never written, the metric the dashboard doesn’t show.
GMT+2 — I cover EU mornings and US afternoons. For a 5–50-person team that needs AI shipped and can’t justify a $200K hire or wait out an agency, that’s the trade: senior judgment at a retainer, in your stack from day one, no handoff tax.