Machine Learning
From structured data and segmentation to predictive systems and recommendation engines.
An engineering mindset.
A practical approach to AI.
AI engineer based in France, trained at a leading French engineering school in the École des Mines network and holder of a double degree. I work across Machine Learning, Deep Learning, applied AI and consulting.
Who is Cadrance AI?
Cadrance AI is an independent AI engineering and consulting practice based in France. It helps organizations frame, design, develop and deploy practical AI systems, including RAG assistants, Machine Learning models, Deep Learning applications and business automation.
Cadrance AI is an independent AI engineering and consulting practice based in France. It helps organizations frame, design, develop and deploy practical AI systems, including RAG assistants, Machine Learning models, Deep Learning applications and business automation.
Four disciplines,
one coherent practice.
Deep Learning
Neural approaches for complex language, vision and representation-learning problems.
Applied AI
LLMs, RAG, multi-agent systems and intelligent workflows connected to real business data.
Consulting
Turning an operational challenge into a clear scope, sensible architecture and actionable delivery plan.
How I work with clients
Understand and frame
We begin with a direct discussion about the business problem, users, available data, constraints and expected value. I challenge assumptions where needed and translate the conversation into a clear, realistic scope.
Assess what already exists
If the project has started, I review the current code, experiments, data flows and technical decisions. The goal is to preserve what works, identify risks quickly and avoid rebuilding without a reason.
Move into development
Once priorities are aligned, I move quickly into implementation. Work is divided into concrete milestones, with production constraints such as quality, security, cost and maintainability considered from the start.
Validate continuously
Regular client meetings keep the project transparent. We review what has been built, validate it against the real need and agree on the next step before moving forward.
International collaboration
Languages
EnglishFrench
Location
Based in France and available for remote assignments with companies worldwide, with project communication in English or French.