🫵 AI with You

I bring AI to your company with a rigorous methodology, closely aligned with your business expertise.

🤗 Testimonials

🙋‍♂️ Why should you work with me?

⏱️ Timeline of a Typical Mission

  1. 🗣️ Kickstart Meeting

  2. 🪖 AI Bootcamp focused on the Value solving your Business Problem

  3. ⚙️ Building the Proof of Concept

  4. 🌍 Delivery of the Proof of Concept

🏁 Outcome

🙋‍♂️ Why should you work with me?

Dr. Warith Harchaoui

I have experience 10+ years of AI experience in various sectors, including 🏥 healthcare, 👁️ embedded computer vision, 📺 media, the 🚘 automobile industry, 📚 knowledge capital and the 🎼 music industry.

  🧠 AI without dogma
I always start with the simplest solution (sometimes the dumbest!) and go all the way to state-of-the-art science — as long as it serves my client. Once, I used genomics algorithms to assist with video editing, and borrowed from physics to fine-tune a recommendation system — because it was the right fit. Each project is a crafted piece, tailored to your company, your data, your team, your ambition.

  📐 Math meets clarity
With a Ph.D. in Applied Mathematics and 10+ years of corporate expertise in AI, I bring rigor — and pedagogy. I've been encouraged to teach and explain for years, and I love doing it. Whether you're a CTO or a business lead, I make the complex intelligible — and yes, sometimes even fun. Because I genuinely love my work.

  🌍 A translator between your world and AI
My role is to bridge your business reality with algorithmic intelligence. I help you ask sharper questions, challenge assumptions, and design AI systems that make sense — economically, ethically, and operationally. At the end of some missions, I found myself representing clients in ophthalmology conferences, or contributing to advanced medical imaging panels — because I took the time to learn the language of their domains, i.e. their domains.

Domains are languages. I bet on learning yours and teach you some of mine.

  🤝 A partner, not a vendor
You don’t need another slide deck or a generic dashboard.
You need someone who co-builds with you — from day one to delivery — and then leads you to autonomy, clarity, and systems you can understand.

⏱️ Timeline of a Mission Together

A typical mission focused on value consists of four steps:

1. 🗣️ Kickstart Meetings
   Discussions, diagnostics and scientific/technical recommendations can start with designated referents. The more food and coffee, the merrier!
   
   
2. 🪖 AI Bootcamp focused on the Value solving your Business Problem
   A 3-day session with your team to understand what is at stake, translating your business problem into AI with the most company-wide value. By the end of the workshop, we will have a clear understanding of the problem and a technical roadmap to solve it
   
   
3. ⚙️ Building the Proof of Concept
   A few weeks of work with weekly meetings
   
   
4. 🌍 Delivery of the Proof of Concept
   Over 2 weeks, deploying a lightweight web app with a simple graphical interface for demonstration and testing on your side.
   

1. 🗣️ Kickstart Meeting

Before diving into AI, we start with clarity and above all else: your Business!

We already took care of all the administrative essentials:

  🔐 Signing NDAs – so we can access data confidently and securely.

  ➡️ Setting up secure data transfer – protecting the raw material of our work: your data.

  📅 Aligning on calendars and availability – the classic but necessary logistics.

Once that’s squared away, we shift focus to what really matters: understanding your business challenge in depth.

I want to hear your perspective:
  · How is this problem currently handled, or maybe overlooked?
  · What workarounds are in place? Who is affected?
  · Who does suffer? Can I understand why?
  · What would success really look like?

It’s not about rushing into algorithms. It’s about aligning with your reality, your constraints, and your ambitions.

2. 🪖 AI Bootcamp focused on the Value solving your Business Problem

After reviewing the 🥞 data, 📚 relevant literature, 📖 documentation, and the 🔥 current corporate and scientific state of the art, a 3-day bootcamp/workshop is organized on-site with both managers and technicians related to the problem in your company.

This material is adapted from 🪖 AI for Business, the Bootcamp taught, nurtured and polished in companies and MBAs since 2021

Day 1 and 2

  🧑‍⚕️🧑‍✈️👷 Collaborative Understanding: Working together to comprehend the problem from your perspective, mine, and that of AI
🚫 No Math, No Programming, No Algorithm

  🔣🌍🕰️ Data Analysis: Understanding the incoming and outgoing data
Nature, origin, dates, biases, etc.

  🏢🏭📈 KPI: Build your score of the business problem
that makes sense for the company

Day 3

  🔄 Team Alignment
drafting an initial version of how our AI will integrate into your systems

  😎 One-Page Synthesis
our insights about your AI project

  ✏️ Sketching the lightweight graphical interface
for the proof of concept, detailing the minimum requirements for testing

3. ⚙️ Building the Proof of Concept

A few weeks

  🌍 Choice of Open Source toolboxes and scientific state of the art

  🔁 Back and forth support for ongoing collaboration with your referents

  👨‍🔬 Building and training your AI models according to our common KPI/score/metrics during the 🪖 AI Bootcamp 👆

4. 🌍 Delivery of the Proof of Concept

2 weeks

  🛜 Lightweight deployment over the Internet
Infrastructure for the online Proof of Concept

  👁️ Demo for the customer
Presentation of the work and prototype

  🧑‍💻 Customer tests
Validation of the Proof of Concept by your teams

  📺 Final Proof of Concept
Version ready for evaluation to go further