
Nicolas Chourrout
AI engineer and founder of Flowful AI, based in Waterloo, Belgium. I build AI that businesses actually use. Previously Director of Engineering at Yelp.
Projects
What I'm building now, mostly at Flowful AI.
Flowful AI
Chatbots, AI agents and workflow automation, shipped to production for real businesses.
CAD Skill
Open-source Claude Code skill for text to CAD.
Overhang
AI-first CAD editor for 3D printing. Describe the part you need, get a print-ready model in minutes.
Mailflow
AI email assistant for support teams, trained on your company data.
GEO Ready Score
Free analyzer that checks whether a website is ready for AI discovery through ChatGPT, Claude and others.
Focus
Pomodoro focus timer for macOS that blocks distracting websites and plays focus music.
Macrest
A Time Machine alternative for macOS, built on restic.
Experience
Where I've worked, most recent first.
- Founder and AI Engineer, Flowful AI, 2024 – now, Waterloo, Belgium. Production AI for businesses: chatbots and assistants, workflow automation, custom AI applications.
- Director of Engineering, Yelp, 2015 – 2024, London, San Francisco, Brussels. Previously Engineering Manager and Senior iOS Engineer. Led the Core Experience engineering group, responsible for the core screens of the Yelp website and mobile apps.
- Engineering Manager, Blinkbox Music, 2013 – 2015, London, United Kingdom. Previously iOS Engineer. Led the iOS engineering team, enhancing app features and initiating scrum-based project management.
- Founder and iOS Engineer, Sparkling Code, 2011 – 2014, Lyon, France. Developed and launched multiple iOS apps.
- Software Engineer, Esker, 2010 – 2011, Lyon, France. Worked on the development of a SaaS platform for document automation.
- Software Engineer, Bull SAS, 2008 – 2010, Lyon, France. Developed project management software for large companies.
2024 – now · Waterloo, Belgium
Founder and AI Engineer, Flowful AI
Production AI for businesses: chatbots and assistants, workflow automation, custom AI applications.
2015 – 2024 · London, San Francisco, Brussels
Director of Engineering, Yelp
Previously Engineering Manager and Senior iOS Engineer. Led the Core Experience engineering group, responsible for the core screens of the Yelp website and mobile apps.
2013 – 2015 · London, United Kingdom
Engineering Manager, Blinkbox Music
Previously iOS Engineer. Led the iOS engineering team, enhancing app features and initiating scrum-based project management.
2011 – 2014 · Lyon, France
Founder and iOS Engineer, Sparkling Code
Developed and launched multiple iOS apps.
2010 – 2011 · Lyon, France
Software Engineer, Esker
Worked on the development of a SaaS platform for document automation.
2008 – 2010 · Lyon, France
Software Engineer, Bull SAS
Developed project management software for large companies.
A year in code
@nchourroutThe last twelve months as a landscape, with my repos as stars in the sky.
- contributions
- 13,503
- active days
- 333
- stars
- 771
- longest streak, days
- 48
- busiest day, Apr 14
- 215
- public repos
- 27
Writing
Recent posts from Medium and the Flowful blog.

Plate 01flowful.aiNov 10, 2026
How to write a knowledge base an AI can actually use
Your AI agent answers from what it reads. How to write pages it can use: start from real questions, one answer per topic, passages that stand alone.

Plate 02flowful.aiOct 22, 2026
How to stop an AI agent from making things up
AI agents invent answers when they lack context. How to give yours the right context, keep a human in the loop and test its answers.

Plate 03flowful.aiOct 13, 2026
Dots, Muse, Grok Bot, Hermes: personal agents are here. Not for your SMB
OpenAI, Meta and xAI offer always-on personal agents since autumn 2026. What they do, what they cost, and why they do not replace a company agent.

Plate 04flowful.aiOct 6, 2026
Mistral Large 4: what the benchmarks actually say
Mistral's new 1-trillion-parameter model leads open models from the US and Europe. We read every benchmark chart, including the ones it does not win.

Plate 05medium.comApr 19, 2026
I Turned an Old Kindle Into a Wall Dashboard
A $0 side project: jailbreaking, self-hosting, 3D printing, and letting Claude Code drive. There’s an old Kindle on my wall. It shows the local weather, today’s XKCD comic, NASA’s picture of the day, and what happened on this date in history...

Plate 06flowful.aiMar 19, 2026
How to Fund Your AI Project in France: Grants, Subsidies, and Tax Credits
A practical guide to French funding for AI projects. CIR, CII, BPI France, France 2030, regional grants, and how to get your application approved.

Plate 07medium.comMar 5, 2026
I Taught Claude to Design 3D-Printable Parts. Here’s How
If you own a 3D printer, you know the loop: you need a custom bracket, enclosure, or mount. You open Fusion 360, spend an hour wrestling with geometry, export an STL, slice it, print it, realize it doesn’t fit, and start over. What if you could just...

Plate 08medium.comJan 30, 2026
How to Make n8n Production Ready: A Practical Checklist
n8n is a popular open-source workflow automation tool. Self-hostable, flexible, and well-supported. But the default setup is not production ready...