MMouad•
Hire me ↗
● Mouad Belghiti, May 2026

Practical AIfor teams that need working systems

I help businesses move from unclear AI potential to clear strategy, thoughtful architecture, and shipped results in maps, data, and models.

currently · available/Toulouse · Tangier · Rabat/mouad@belghitis.com
↙ that's mewalking →

Core offers

Clear ways to move from AI interest to shipped outcomes.

Fixed price, scoped by complexity

AI Opportunity Audit

Find the highest-impact AI opportunities in your business and turn them into a realistic execution roadmap.

Book a discovery callProject-based, starting from EUR 3,000

Custom AI Solution Build

Design and build an AI-powered tool, API, or workflow that fits the way your organization actually works.

Book a discovery callPricing confirmed during discovery call

AI Strategy and Product Thinking Sprint

Turn messy product or transformation ideas into a buildable plan with clear priorities and practical architecture.

Book a discovery call
ToulouseParisCasablancaRabatLondonNew YorkMadridBarcelona
Selected proof

Trusted by teams that need practical delivery.

The work spans enterprise systems, public-interest contexts, and product builds that need clarity, structure, and execution.

  • Clients
  • ENEDIS
  • IdFM
  • ASN
  • Airbus
  • European Commission
  • Orange
  • Marginol Labs
Currently shipping ●
ThingsI've made.
↳ pick one ↘
// gis → ai defaults++
Article · 6 min · May 2026

Why GIS data needs better AI defaults

A year of cleaning maps for models, and the tiny choices that broke them.

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◷ <map/>live
App · live

Mapdoc

Annotate maps with AI, in any language.

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/atlas
Project · 2025

Atlas, a quiet GIS reader

Open shapefiles like a book. Local-first.

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$ prompt --strict
Article · 4 min

Notes on prompting like an engineer

Specs over vibes. Tests over hopes.

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DRAW → SELECT
Experiment

AI sketch → SQL

Doodle a schema. Get a Postgres migration.

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CV.pdf
Resume / CV

What I've worked on

Six years across IT, GIS, and AI. Updated quarterly.

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github · link

mo'skills

My daily AI agent skills for humain-agent alignment, test-driven development, debugging, progress checkpointing, and smooth session handoffs for token optimization, inspired by leading AI experts.

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other · link

Become a Claude Certified Architect

Designed to validate your ability to: Design AI-powered systems using Claude models. Build real-world LLM applications. Integrate AI into business workflows.

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github · link

AI agents performance optimization system

A complete system: skills, instincts, memory optimization, continuous learning, security scanning, and research-first development.

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github · link

caveman - token optimizer

why use many token when few token do trick, Claude Code skill that cuts 65% of tokens by talking like caveman

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FAQ

Direct answers for teams deciding what to do next.

What does Belghitis do?

Belghitis helps SMEs, NGOs, and operators turn AI ideas into practical systems, automation, and implementation plans.

Who is AI consulting for?

It fits teams that know AI matters but need help finding the highest-impact use cases, choosing the right path, and shipping something useful.

Do you work internationally?

Yes. Belghitis works remotely with clients across Morocco, France, Spain, the United Kingdom, and the United States.

How do I start an AI project?

Start with a discovery call. If the problem is still unclear, begin with an AI Opportunity Audit or a strategy sprint before building.

About

I treat software like a craft and a job.

Started in IT, fell into GIS, kept following the data into AI. Today I build small, careful tools, the kind I wish existed when I was the user. I write to figure out what I think, ship to find out if I'm right, and share so the next person doesn't have to start from scratch.

01
Build small. Tools that fit in your head.
02
Learn loud. Notes in public, mistakes included.
03
Ship anyway. Done is a feature.