Pilot AI ready.
 INITIALIZING SYSTEMS_

Omar G. Nagy

AI Engineer × Growth Operator

9 years engineering. 2 years embedding AI into consumer products that ship, sell & scale.
I build the system, run the GTM, and let the agents work the night shift.

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Years Engineering
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Products Shipped
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Brands & Clients
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Agents Running

About

Mission Control.
Not just code.

I'm Omar — a senior software engineer from Egypt who spent the last two years embedding AI into consumer-facing products: storefronts, exam prep, retail ops, B2B sourcing. The kind of stuff real customers click, complain about, and pay for.

Before that, nine years of full-stack engineering, e-commerce growth, paid acquisition, and digital transformation across MENA. I shipped React apps, scaled DTC stores to 2.5–3.2× ROAS, and ran GTM for 15+ brands before "prompt engineering" was a job title.

I sit at the intersection most engineers avoid: code, marketing, and operations. I architect the system, write the production AI pipeline, design the funnel, and let autonomous agents run the night shift. The result is products that don't just work — they convert.

AI Product Engineering Multi-Agent Orchestration Conversion & Growth Paid Acquisition Consumer Apps MENA & EU Markets
omar@neurascale — mission-control

Capabilities

Three disciplines.
One operator.

Most people pick a lane. I run all three — and that's where the leverage lives. Engineering builds it, AI scales it, growth makes it pay for itself.

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

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

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.
Next.jsSupabaseTypeScriptOpenAI
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.
Multi-AgentPythonPlaywrightFastAPI
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 the Austrian Kenntnisprüfung (Vienna medical licensing). 7,725 active questions, 1,615 AI-explained, German/English, Telegram Mini App + bot, GA4 + Clarity instrumented.
Next.js 15React 19SupabaseGPT-4o-miniTelegram
medpruf.com

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 · live
loading live activity from github.com/omarnagy91…

Skills

Instruments & systems.

Full-stack capabilities with deep AI specialisation. Built for the cockpit, not the tutorial.

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

Education

Ground school.

🎓
BSc Computers & Informatics
Suez Canal University — Ismailia, Egypt
2014 – 2018 · First Class Honours

Contact

Open a channel.

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