8-10 yrs in AI/ML tools and packages using Databrick Models. Exposure to Healthcare data projects and MLOps tools.
Responsible for migrating existing machine learning models and pipelines to a new platform or environment, ensuring continuity and performance.
Analyse the current ML architecture, data sources, and dependencies to plan and execute a seamless migration strategy.
Refactor and optimize code, retrain models if necessary, and validate outputs to ensure consistency with original use case.
Familiar with MLOps (Docker, MLFlow, deployment of ML endpoint and App Service).