Mathematical precision at the service of your business processes
Specialised in automation-oriented software development, we help businesses transform their processes into intelligent, long-lasting solutions, from mathematical modelling and machine learning to bespoke software engineering.
Our services
We turn your complex business processes into reliable, autonomous software.
Business process automation
Your experts waste time on repetitive, error-prone tasks. We turn them into automated workflows, integrated directly into your existing tools, even the most constrained ones. Flow optimisation, data processing, analytical calibration or interfacing with specialised technical environments: we automate what matters.
Mathematical modelling & machine learning
Calibration, optimisation, prediction, classification: we translate your business rules and raw data into rigorous, tested and maintainable algorithms. From classical scientific computing to machine learning models, we choose the approach best suited to your problem.
Bespoke software development
Backend, APIs, web interfaces or proprietary SDK integration, we build the complete solution, from architecture to deployment, and maintain it over the long term. Our experience spans environments as diverse as Python, FastAPI, or proprietary SDKs with demanding technical constraints.
Data analysis & artificial intelligence
We design robust data processing pipelines and predictive models tailored to your challenges. Exploration, cleaning, feature engineering, model training and deployment: we cover the entire lifecycle of your data and AI projects.
Our approach
What sets us apart is our commitment to understanding your business before writing a single line of code.
Understand before coding
We seek to master the business constraints, domain rules and operational challenges of our clients, whether they work in industry, research, healthcare or analytical sciences. This rigour allows us to deliver solutions that go beyond the initial specifications and open new perspectives.
Solutions that exceed the initial scope
By immersing ourselves in your domain, we identify opportunities you hadn't considered. A tool designed for a specific use case can become a generic platform that fundamentally transforms the reach of your business.
Full lifecycle commitment
We cover the entire software lifecycle: architecture design, backend and frontend development, API integration, deployment, maintenance and evolution. We don't deliver code, we deliver lasting solutions.
Our team
Passionate, rigorous and committed engineers.
Hakim
Founder, Machine Learning Engineer
10 years of coding, a lasting passion for mathematical modelling and turning concrete problems into robust algorithmic solutions. Independent for 6 years and teaching in developer schools, Mandelbrot is the outcome of this dual commitment: mathematical rigour in the service of lasting solutions.
Hamza El Mortada
Software engineer, Agentic AI Specialist
A former student of Hakim's, I discovered machine learning in his classroom before joining him at Mandelbrot. My specialty: agentic AI and automation, pushing the boundaries of what a system can achieve autonomously, with rigour and real client impact.
Our technology stack
A modern, mastered Python ecosystem, serving performance and reliability.
Backend & API
Robust, documented APIs ready to integrate into your information system. Built to last and evolve with your needs.
Data science & machine learning
From raw data to operational models: we choose the approach that fits your problem. Not the most complex, the most relevant.
Deep learning & AI
Neural architectures tailored to your data volumes and deployment constraints, from research to embedded production systems.
Visualisation & reporting
Operational interfaces or clear reports, depending on what your teams need to make decisions.
AI Agents & RAG
We build autonomous agents that reason, query your knowledge bases and orchestrate actions. Coupled with RAG pipelines, they leverage your domain expertise in real time and remain deployable locally for sensitive environments.
Specialised integrations
Where many stop, we keep going. We know how to operate in constrained environments: .NET ecosystems, industrial protocols, proprietary SDKs.
Contact us
Have a project in mind? Tell us about it, and we'll get back to you promptly.
- Response within 48h
- Free initial consultation
- Tailored quote
What kind of project?
Quick prototype or long-term partnership, one-off mission or ongoing collaboration: we adapt. We work with startups, SMEs and large groups, in industry, research, healthcare and analytical sciences.