This skill focuses on exposing AI models as APIs to support integration, automation, and user interaction. It covers API design, containerization, deployment, and scalability in HPC or hybrid cloud environments.

• External: Experience with Python and web frameworks (e.g., Flask, FastAPI)
• Internal: None

• Design RESTful APIs for AI model inference, including input/output schema definition.
• Implement API endpoints to expose model functionality securely and efficiently.
• Containerize API services using tools like Docker or Singularity for deployment.
• Deploy APIs in scalable environments using orchestration tools (e.g., Kubernetes, Slurm).
• Monitor, log, and benchmark API performance in production.

Caution: All text is AI generated