MLOps for leading IT Service Provider in APAC

OBJECTIVE

Multiple Data Scientist with leading Airport software provider developing models for different languages and framework.

Platform required where the Models can be managed, re-trained, scaled for data, deploy in production with different environment.

Our Solution

Using open source MLOps tools, built a AI workbench where models can be registered, re-trained and deployed with a seamless UI feature.

Provides ability to scale on large data & models can run in real time. Logging feature and access control been provided. Complete API led development.

IMPACT

• Improvement in collaboration between data scientist resulted in cross pollination increasing 40% reusability
• Model management reduced from days to hours
• Scalability, better operations handling and quick deployment across multiple platform improved GTM