Omar Nagy — AI Automation Engineer & Product Builder

About

Engineer first,
entrepreneur always.

I'm Omar — an AI automation engineer from Egypt with 8+ years of experience shipping production systems. I started in operations and e-commerce, led digital transformation initiatives, and now build AI-first SaaS products at NeuraScale.

I think about AI through the lens of business outcomes — what saves money, ships faster, and runs at 2 AM without hand-holding. My work spans multi-agent orchestration, LLM cost optimization, and full-stack product development.

Currently building RetailOS (AI-first retail SaaS with a live paying customer) and Mnemonic (open-source AI memory for agents).

omar@neurascale ~

$ whoami

Omar G. Nagy — AI Automation Engineer from Egypt

$ cat journey.txt

Operations → E-Commerce → Digital Transformation

→ AI Automation → Startup Building

$ uptime

8+ years shipping production systems

$ cat philosophy.txt

I think about AI through the lens of business

outcomes — what saves money, ships faster,

and runs at 2 AM without hand-holding.

Experience

The path to here.

From computer vision experiments to multi-agent AI systems — each chapter built on the last.

Feb 2024 – Present · Remote

NeuraScale — Co-Founder & AI Engineer

AI product studio. RetailOS (pilot with live business), CompoundOS (experimental), Mnemonic (open-source AI memory), Cortex (agent dashboard), autonomous sourcing agents for B2B client. Alpine Laser US contract (scrape accuracy: 82%→96%).

⚡ Claude 3 · Multi-agent frameworks · Autonomous AI goes mainstream

Sep 2022 – Jan 2024 · Remote

Independent AI & Automation Consultant

Pivoted to AI as ChatGPT launched. Lead scoring microservices, LLM cost guardrails (-28%), prompt engineering harness.

⚡ ChatGPT Nov 2022 · GPT-4 Mar 2023 · LangChain + vector DB explosion

Mar 2021 – Aug 2022 · Hybrid

E-Commerce & Digital Transformation Consulting

Consulted for Taager ($6.4M-funded social commerce). 100+ sellers, ~35% conversion lift. Digital transformation at textile manufacturer — inventory sync, QR loyalty MVP.

⚡ Social commerce boom · Supabase + FastAPI gaining traction

Feb 2020 – Feb 2021 · Alexandria → Remote

mBalloon — Co-Founder & E-Commerce Engineer

Founded digital agency during COVID boom. 15+ SMEs across MENA. 3 niche stores, 2.5–3.2× ROAS.

⚡ COVID e-commerce explosion · 80%+ online shopping growth in Egypt

Mar 2019 – Jan 2020 · Remote

Freelance Front-End Developer

React migration contracts. jQuery→React with Cypress E2E. Time to Interactive: 3.5s→2.1s.

⚡ React Hooks era · The great jQuery migration wave

2017 – 2018 · Alexandria

LibreFit — Founder

Prototyped smartphone computer-vision body measurement app (OpenCV + Xamarin). ±1–2 cm accuracy.

⚡ OpenCV 3.3 DNN module · Xamarin cross-platform before Flutter existed

Projects

What I'm building.

Products and tools — from AI-first SaaS to open-source infrastructure.

Live

RetailOS

AI-first retail SaaS. Live pilot with Mr. Donut bakery — inventory, analytics, and operations powered by AI.

Next.jsSupabaseTypeScript

retailos.one →

◇ Open Source

Mnemonic

Self-hosted AI memory for agents. Context trees, semantic search, contradiction resolution — persistent memory that actually works.

PythonFastAPIQdrant

GitHub →

◇ Open Source

Cortex

40-panel agent orchestration dashboard. Task boards, cost tracking, cron management, and real-time agent monitoring.

Next.jsTypeScriptSQLite

GitHub →

Live

Bridge Sourcing

Autonomous AI research & outreach agents for B2B sourcing. Multi-agent orchestration for supplier discovery and qualification.

Multi-AgentPythonAutomation

bridgesourcing.co →

◈ Pilot

CompoundOS

AI-first compound management for Egyptian communities. Smart operations, maintenance tracking, and resident services.

Next.jsTypeScript

compoundos.co →

◈ Pilot

MedPrep

Bilingual AI exam prep for medical licensing. Adaptive question banks with AI-powered explanations.

AIEducationBilingual

medprep.neurascale.org →

Skills

Tools of the trade.

Full-stack capabilities with deep AI specialization.

⚡ AI & Automation

OpenAI APIAnthropic ClaudeLangChainVector DBsMulti-Agent OrchestrationLLM Cost OptimizationPrompt Engineering

◆ Backend

PythonFastAPINode.jsExpressPostgreSQLSupabaseREST APIsMicroservices

◈ Frontend

ReactNext.jsTypeScriptTailwind CSSResponsive / RTL

▲ Infrastructure

AWSDockerLinuxNginxTailscaleVercelGitHub ActionsCI/CD

⟳ Automation

PlaywrightPuppeteerHeadless ScrapingCron OrchestrationWebhooks

Omar G. Nagy

Engineer first,
entrepreneur always.

The path to here.

What I'm building.

Tools of the trade.

Foundation.

Let's build something.

Omar G. Nagy

Engineer first,entrepreneur always.

The path to here.

What I'm building.

Tools of the trade.

Foundation.

Let's build something.

Engineer first,
entrepreneur always.