Pilot AI ready.
 INITIALIZING SYSTEMS_

Omar G. Nagy

AI Systems Engineer · Egypt → EU & US

I build, ship, and operate multi-agent AI systems for businesses that can't afford to wait.
3 live products. 2 open-source tools. Every hard lesson published with real numbers.


About

Mission Control.
Not just code.

I'm Omar — a senior AI systems engineer based in Egypt, serving clients across the EU and US. I build multi-agent production systems — the kind that qualify leads, forecast demand, and operate autonomously. Not demos that break after the investor meeting.

Three live products with paying customers. Two open-source tools. Two published essays with real production numbers. Nine years of full-stack engineering across MENA, with the last two focused on shipping AI into consumer-facing products: retail ops, exam prep, B2B sourcing.

I sit at the intersection most engineers avoid: code, marketing, and operations. The MENA AI market is starving for people who actually ship working systems instead of slide decks. That's what I do — from Egypt's cost structure, at senior-level quality, with native Arabic and EU timezone overlap.

AI Product Engineering Multi-Agent Orchestration Conversion & Growth Paid Acquisition Consumer Apps MENA & EU Markets
🎓 BSc Computers & Informatics · Suez Canal University · 2014–2018 · First Class Honours
omar@neurascale — mission-control
Three disciplines. One operator.
01 / Engineering
Senior Full-Stack Engineering
9+ years shipping production systems. TypeScript, Python, Next.js, FastAPI, Postgres, Supabase. Architecture-first, performance-obsessed.
  • Next.js / React / TypeScript
  • Python / FastAPI / Postgres
  • Edge functions & serverless
  • Realtime & streaming UIs
02 / AI Automation
AI Integration & Agents
Two years embedding LLMs into consumer products. Multi-agent orchestration, RAG pipelines, cost-optimised routing, evals, guardrails — production, not demo-ware.
  • Claude / GPT / Gemini routing
  • Multi-agent orchestration
  • Vector search & RAG
  • −28% LLM cost via guardrails
03 / Growth & GTM
Marketing, Ads & BizDev
15+ brands across MENA. DTC funnels, paid acquisition, B2B outreach automation, conversion optimisation. I treat marketing like an engineering problem — measurable, instrumented, iterative.
  • Performance ads (Meta / Google)
  • 2.5–3.2× ROAS DTC funnels
  • B2B outreach automation
  • +35% conversion lifts shipped
NEW ESSAY How I cut our LLM bill 28% without changing models — 6 specific moves with per-change numbers Need this trifecta for your product? Book a call → See the timeline

Experience

The flight log.

From computer vision prototypes to multi-agent AI fleets — every mission built on the last.

Feb 2024 – Present · NeuraScale · Remote
NeuraScale — Founder & AI Pilot
AI product studio running 6 products. RetailOS (live, paying customer · Mr. Donut). MedPrüf (live · Austrian Kenntnisprüfung exam prep, 7,725 questions, client build). Bridge Sourcing (AI B2B sourcing, Egypt's 0% tariff lane to EU). CompoundOS in pilot. Mnemonic & Cortex (open-source). Alpine Laser US contract: scrape accuracy 82%→96%.
⚡ Claude 3/4 · GPT-4 Turbo · Multi-agent systems go mainstream · Agent orchestration era
Sep 2022 – Jan 2024 · Independent · Remote
Independent AI & Automation Consultant
Pivoted to AI the week ChatGPT launched. Lead scoring microservices. LLM cost guardrails cutting spend by 28%. Prompt engineering harness for enterprise clients. First agentic pipelines before "agents" was a word.
⚡ ChatGPT Nov 2022 · GPT-4 Mar 2023 · LangChain explosion · Vector DB wave
Mar 2021 – Aug 2022 · Hybrid
E-Commerce & Digital Transformation Consulting
Consulted for Taager ($6.4M-funded social commerce platform). Scaled to 100+ sellers, ~35% conversion lift. Digital transformation at Egyptian textile manufacturer — inventory sync, QR loyalty MVP.
⚡ Social commerce boom · Supabase + FastAPI gaining serious traction
Feb 2020 – Feb 2021 · Alexandria → Remote
mBalloon — Co-Founder & E-Commerce Engineer
Built digital agency in the COVID boom. 15+ SMEs onboarded across MENA. 3 niche stores achieving 2.5–3.2× ROAS. Ran full-stack ops while Egypt's online shopping grew 80%+.
⚡ COVID e-commerce explosion · MENA digital adoption surge
Mar 2019 – Jan 2020 · Remote
Freelance Front-End Developer
React migration contracts. jQuery→React modernisation with Cypress E2E test coverage. Time to Interactive from 3.5s→2.1s. Learned to ship fast and break nothing.
⚡ React Hooks era · The great jQuery migration wave
2017 – 2018 · Ismailia, Egypt
LibreFit — Founder
Final-year project turned startup: smartphone computer-vision body measurement app using OpenCV + Xamarin. ±1–2 cm accuracy before deep learning democratised the space.
⚡ OpenCV 3.3 DNN · Xamarin cross-platform · pre-Flutter era
See what I've shipped

Projects

Active deployments.

Six autonomous products. Designed to run without me — from AI retail to open-source agent memory.

Live — Paying Customer
RetailOS
AI-first retail SaaS. Live pilot with a paying customer — AI-powered inventory, analytics, and operations for retail businesses.
~4% forecast MAPE · 218ms POS sync · −28% LLM cost
Next.jsSupabaseTypeScriptOpenAI
Case study retailos.one
◇ Open Source
Mnemonic
Self-hosted AI memory for agents. Context trees, semantic search, contradiction resolution — persistent memory that actually works in production.
PythonFastAPIQdrantVector DB
github/mnemonic
◇ Open Source
Cortex
40-panel agent orchestration dashboard. Task boards, cost tracking, cron management, real-time monitoring for autonomous agent fleets.
Next.jsTypeScriptSQLite
github/cortex
Live
Bridge Sourcing
AI-powered B2B sourcing exploiting Egypt's 0% tariff advantage. Autonomous research & outreach agents for supplier discovery and qualification.
82→96% scrape accuracy · ~14s per-lead enrich · DKIM ✓
Multi-AgentPythonPlaywrightFastAPI
Case study bridgesourcing.co
◈ Pilot
CompoundOS
AI compound management for Egypt. Smart operations, predictive maintenance, and resident services for gated communities.
Next.jsTypeScriptSupabase
compoundos.co
Live — Client Build
MedPrüf
AI exam prep for Austrian medical licensing. 3 exam types (Wien Kenntnisprüfung, KMP Innsbruck, Pharmacology), 10,800+ active questions, 1,615 AI-explained, spaced repetition, gamification, Telegram Mini App.
10,800+ questions · 3 exam types · SM-2 spaced repetition · DE/EN
Next.js 15React 19SupabaseGPT-4o-miniTelegram
Case study medpruf.com
Read the full stories

Writing · Case Studies · Lab

Go deeper.

Full case studies with architecture diagrams and real numbers. Technical essays with per-change contribution breakdowns. An interactive sandbox of my open-source agent memory project. This is the section I'd send to someone who asked "but can he actually ship."


Command Center

Fleet status:
all agents nominal.

Six autonomous products. Multi-agent pipelines running 24/7. Cost-optimized LLM routing. This is what operating at scale looks like from the cockpit.

Agent Uptime
97%
LLM Cost Reduction
−28%
Scrape Accuracy
96%
Conversion Lift
+35%
neurascale — fleet-monitor · simulated + live github
loading live activity from github.com/omarnagy91…

Stack
AI & Agent Systems
Primary specialisation
OpenAI API Anthropic Claude Multi-Agent Orchestration LLM Cost Optimization Prompt Engineering Vector DBs RAG Pipelines
Full-Stack Engineering
Backend & Frontend
Python FastAPI Node.js React Next.js TypeScript PostgreSQL Supabase REST APIs Tailwind CSS
Infrastructure & DevOps
Deploy, scale, monitor
Docker Linux Nginx Tailscale Vercel GitHub Actions CI/CD Microservices
Data & Automation
Scrape, orchestrate, analyse
Playwright Puppeteer Headless Scraping Cron Orchestration Webhooks Data Pipelines

Tools

Three free utilities.
For visitors, not leads.

These three tools exist because I use them in my own work. They're not a funnel — no email capture, no tracking, no "send to Omar" buttons in the outputs. If you find them useful, use them. If not, keep scrolling to the work that matters.

All three run in your browser · no email required · outputs are copyable and shareable
Ready to talk?

Contact

Open a channel.

Building AI systems, exploring new missions, or just want to talk autonomous agents — I'm reachable across all frequencies.