Cyrille Elie

Wondering if AI can concretely improve your business? That's exactly the question I answer.

For 20 years, I've supported companies like MAIF, AXA, Renault, and Mutavie in their IT transformations. My job: translating business needs into technical solutions that actually work.

Today, I do exactly the same thing — but with artificial intelligence.

After an AI engineering training (OpenClassrooms), I designed and deployed complete Machine Learning systems:

→ Recommendation systems (hybrid Random Forest + SVD architecture)

→ Automated MLOps pipelines (MLflow, Evidently AI, CI/CD)

→ Prediction APIs (FastAPI) and user interfaces (Streamlit)

→ Drift detection and automatic retraining

What makes me different: I speak both languages. I understand your business challenges AND the technical constraints. An ML model that no one understands has no value. An AI solution that doesn't solve a real business problem is an expensive gadget.

What I concretely offer:

→ Identify high-value AI use cases in your business

→ Design and deploy tailor-made ML solutions

→ Audit your existing AI systems (code quality, MLOps, performance)

→ Train and support your teams in adopting AI

Sectors of expertise: insurance, financial services, retail, services.

Technical stack: Python, Scikit-learn, XGBoost, TensorFlow, NLP (SpaCy, Transformers), MLflow, Evidently AI, FastAPI, Streamlit, Docker, PostgreSQL, Git/GitHub Actions.

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🌐 cyrille-elie.com