MACHINE LEARNING

Machine Learning
for Enterprises

Machine Learning enables companies to move from a reactive to a predictive approach. At NeuroVista, we develop custom ML models that integrate into your business processes to automate decisions, predict trends, and optimize performance. Our expertise covers the entire ML spectrum: from classical models to advanced deep learning architectures. We don't just develop models that perform well in the lab: we deploy them in production with MLOps best practices.

Concrete Use Cases

92%

Accuracy achieved on a fraud detection model for a financial player

-60%

Predictive maintenance cost reduction in manufacturing

+28%

Customer retention rate improvement through predictive scoring

10x

Document processing acceleration via automatic information extraction

99.5%

Production model availability thanks to our MLOps architecture

Our Approach

ML project success relies on a rigorous methodology that goes beyond simple model training.

01

Audit & Scoping

Analysis of your existing data, identification of exploitable patterns, and definition of success metrics.

02

Proof of Concept (POC)

Rapid experimentation with multiple algorithmic approaches. Performance benchmark and optimal architecture selection.

03

MVP & Industrialization

Complete data pipeline development, advanced feature engineering, and MLOps infrastructure setup.

04

Production & Optimization

Deployment with performance monitoring (drift detection, data quality). Automatic retraining and continuous optimization.

Deliverables

Trained and optimized ML models
Automated data pipeline
Feature store and data versioning
Documented prediction APIs
Performance monitoring (MLflow, Weights & Biases)
Automatic retraining scripts
Performance and interpretability report
Data Science team training

Key Technologies

PyTorchJAXTransformersvLLMTensorRT-LLMTriton Inference ServerRayLangGraphLlamaIndexHugging FaceBigQuerySnowflakeDatabricksSparkFlinkKafkadbtAirflowIcebergDelta Lake

Frequently Asked Questions

Unlock your data potential

Let's evaluate together how Machine Learning can transform your business.

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