Apply DevSecOps security and data privacy best practices
Define and track AI quality cost and observability metrics
Design AI solution architectures
Develop monitoring and AI governance plans
Implement AI pipelines for training testing and deployment
Implement APIs and microservices for AI features
Lead technical decisions for AI infrastructure
Orchestrate cross functional teams for AI integration
Select train test and deploy AI models