Medical Equipment Manufacturer

Evaluating existing MLOps setups and tools used, providing improvement recommendations, and directly implementing some of those recommendations

Challenge

• Needed help in evaluating their MLOps setup that is currently being developed
• Mock data science project to be used by data scientists as an example to follow on future projects

Solution

• Evaluated existing tools and performed suitability assessment for the current and planned use cases
• Implemented some of our recommendations to provide clean split of responsibilities between the tools
• Recommended best practices on how to scale their infrastructure in the future

Business impact

• Significant improvements in existing MLOps setup by challenging status quo and providing recommendations
• Implemented best practices in their mock project example
• Praised by stakeholder for having also implemented things, going beyond mere recommendations