Hands-on · Cohort-based · 5 onsite days × 6 hours · 2 remote consultation days
Zero to MVP AI Bootcamp
Zero experience → a live AI product → a cloud deployment you shipped yourself. Build one guided MVP from first idea to public launch, adding a working layer every day.
Mamdouh El-Nakeeb brings 14+ years of turning ideas into products, teams, and technology companies. His experience spans AI, SaaS, marketplaces, and on-demand delivery, so every lesson comes with a builder's perspective grounded in real launches. He holds an M.Sc. in AI Engineering from Quantic and a B.Sc. in Computer & Systems Engineering from Ain Shams University.
Products brought to life
Zeew.eu
White-label infrastructure that helps businesses launch and operate their own on-demand delivery platforms.
Stunning.so
An AI-native building platform that transforms natural-language ideas into working web applications.
Viajero
A tourism marketplace designed to bring trip discovery, comparison, and booking into one experience.
Snaps AI
Personalized storybooks powered by AI, making every child the hero of their own adventure.
Work history
CTO & Co-Founder
Crete Agency · 2017 - Present
Leading technical teams that turn ambitious ideas into scalable digital products.
Partner
Zeew · 2020 - Present
Shaping the product and technology behind a global delivery SaaS platform.
Partner
Stunning.so · 2023 - Present
Helping make software creation faster and more accessible through AI.
Co-Founder
Snaps AI · 2025 - Present
Building personalized AI experiences for children and families.
Co-Founder
Viajero · 2019
Created a marketplace that made discovering and booking trips simpler.
You leave with a product, not a certificate
In 5 guided days, complete beginners build one product layer by layer until it is working, tested, and deployed, followed by 2 remote consultations for individual progress.
Live AI MVP
Your product with a working AI feature, on a real URL
Data + login
A real database, authentication, and access rules that don't leak
Automation + agent
An n8n and Telegram booking workflow upgraded into a controlled custom agent
Cloud deployment
Flutter and NestJS delivered to Azure through GitHub Actions
Who it’s for
Founders validating an idea
Professionals adding AI to their work
Freelancers & agency owners
Complete beginners with ambition
After 5 onsite days + 2 consultations
Ship an AI MVP on a real URL
Wire a database + login safely
Take a test payment & automate follow-ups
Deploy a Flutter app and containerized backend with Azure
Not yet — and we say so
Debug arbitrary code or build custom backends → that’s our 20-week Builder Track, the next step for the hooked.
Prerequisites
What you need before Day 1
No technical background is required. Day 0 brings complete beginners to the same starting line before the onsite program begins.
No prior experience
No coding or software engineering background
No AI or prompt-engineering knowledge
No database, cloud, Docker, or deployment experience
Bring with you
A laptop with a modern browser
Your laptop charger
Your phone for alerts and verification
Complete Day 0
Set aside around 3–4 hours at home
Install the tools and verify the accounts below
Finish four 15-minute primers
Choose a marketplace category such as wellness, tutoring, consulting, home services, or events
Day 0 setup checklist
Set up your build stack before the first demo
Install each tool, create each account, and confirm you can sign in. We start building on Day 1 instead of spending workshop time on downloads and verification emails.
Install on your laptop
Claude Code — AI coding partner
OpenAI Codex — AI coding agent
VS Code — code editor
Docker Desktop — local containers
Create and verify accounts
GitHub — code, pull requests, and GitHub Actions
Microsoft Azure — containers, hosting, and monitoring
Supabase — database and authentication
n8n — business automations
Telegram — bot and opted-in requester/provider test chats
Stripe — test-mode payments
Anthropic + OpenAI — Claude and Codex sign-in
Use one email address where possible. Do not share API keys or add them to GitHub, and do not enable paid cloud resources until the guided setup asks you to.
Vibe coding gets you to a demo — engineering gets you to production.
5 onsite build days + 2 remote consultation days
Day 0 happens at home (~3–4 hours): install Claude Code, Codex, VS Code, and Docker; verify your GitHub, Microsoft Azure, Supabase, n8n, Telegram, Stripe, Anthropic, and OpenAI accounts; complete four 15-minute primers; and choose a marketplace category for the shared AI Service Booking Marketplace. Completing it confirms your seat.
Start with real life, then understand connected software
From business workflow to software
Use a familiar service-booking workflow to see how software turns discovery, decisions, records, and handoffs into a scalable system.
How software works
Follow one button click through the complete software system and back to the visitor.
One MVP. 5 daily upgrades.
The whole cohort builds one shared reference product: a AI Service Booking Marketplace. You can adapt the marketplace category, brand, services, providers, and visual theme while following the same discovery-to-booking architecture and instructor-led steps.
The workshop scope stays achievable: one service category, a small provider catalog, predefined availability, one booking flow, and Stripe test mode instead of real payments or provider payouts.
Day 1
From real life to software
A practical software mental model and a working project shell for the AI Service Booking Marketplace.
Day 2
From human thinking to AI experience
A practical AI mental model and responsive marketplace prototype with discovery, provider comparison, availability, and sample booking.
Day 3
Deploy apps, backend & cloud on Azure
An installable Flutter build and production-ready NestJS container on Azure, connected safely to Supabase and Stripe and deployed through GitHub Actions.
Day 4
Automation & the Telegram booking agent
A consent-based Telegram agent in n8n that gathers booking requirements, contacts an approved provider chat, proposes an available slot, and confirms the user's choice.
Day 5
Custom AI agents, evaluation & launch
A tested Telegram appointment agent that interprets doctor and salon requests, uses approved booking tools, asks for confirmation before consequential actions, and produces an auditable result.
Nobody starts over each day. Every lesson is applied immediately to the same product, and every checkpoint leaves a working recovery version before the next layer is added.
No launch without the 8-point check
1No API keys visible anywhere
2Only opted-in, authorized Telegram chats can participate
3Consent is required before provider contact or booking
4Doctor mode gives no medical advice and handles emergencies safely
5Tool inputs, permissions, idempotency, and limits are enforced
6Doctor, salon, failure, and adversarial evaluations pass
7Monitoring, manual takeover, and kill switch are proven
8GitHub Actions deployment and Azure rollback are verified
FAQ
No. The program is designed for complete beginners; Day 0's prework and the four 15-minute primers bring everyone to the same starting line.
No. Day 1 teaches software through familiar workflows and a food-ordering system. Day 2 introduces AI, LLMs, RAG, agents, MCP, and model choices before you apply them to the marketplace. Every new step is demonstrated first.
No. The cohort builds one shared AI Service Booking Marketplace over five onsite days. You can adapt the category, brand, services, providers, and visual theme while everyone follows the same discovery, matching, booking, payment, dashboard, and deployment architecture.
No. Vibe coding gets you a demo; this bootcamp runs the same Spec → Prompt → Review → Iterate → Publish loop every day, so you always read, test, and own what the AI generates — the engineering habits that get you to something that actually works.
You'll learn how LLMs actually work — tokens, context, and why they hallucinate — write your own system prompt, and run a 10-case eval sheet to test and improve it. You leave able to explain exactly what your AI feature does and doesn't do.
No. Telegram bots cannot initiate private conversations with arbitrary phone numbers. The workshop uses opted-in requester and provider chats that started or approved the bot, with explicit consent before information is shared or an appointment is booked.
Bring a laptop with Claude Code, Codex, VS Code, and Docker installed, plus its charger and your phone. Before Day 1, verify your GitHub, Microsoft Azure, Supabase, n8n, Telegram, Stripe, Anthropic, and OpenAI accounts. The workshop provides AI credits.
Each onsite step is demonstrated before you apply it, instructors help with setup and troubleshooting, and every day has a working recovery checkpoint. Two later remote consultations provide an architecture clinic and a product-review roadmap.
It runs in test mode: the full, real checkout experience with zero real money moving.
Every day ends with a ship. Day 5 ends with your launch.
Then 2 remote consultations help you improve what you launched.