Strong experience in Azure - mainly Azure ML Studio, AKS, Blob storage, ADF, ADO Pipelines
Ability and experience to register and deploy ML/ AI/ GenAI models via Azure ML Studio
Working knowledge of deploying models in AKS Clusters
Design and implement data processing, training, inference, and monitoring pipelines using Azure ML
Excellent Python skills - environment setup and dependency management, coding as per best practices - knowledge of automatic code review tools like Linting and Black
Experience with MLflow for model experiments, logging artifacts and models, monitoring
Experience in orchestrating machine learning pipelines using MLOPs best practices
Experience in DevOps with CI/CD knowledge (Git in Azure DevOps)
Experience in model monitoring (drift detection and performance monitoring)
