AI Solutions

Artificial Intelligence (primarily deep learning models) modelled, trained and deployed to solve realworld problems.

Services offered

• Consultation on your requirements
• Design of a suitable AI model architecture (or set of models) to meet your requirements
• Training and analysis of the AI architecture until highest possible accuracy and generalisation reached
• Report on the solution and performance of the solution as determined from calculation of loss function and accuracy during validation versus training
• Data sanitation to ensure training data provides a good distribution of samples
• Fine tuning of the training process to find ideal balance between high bias and high variance
• MLOps solution design and production deployment architecture
• Hands-on assistance with getting DevOps and MLOps in place and the solution into production.

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