Define and build agentic system architectures leveraging Amazon Bedrock and agent frameworks.

Lead technical strategy for model selection, fine-tuning, and performance trade-offs.

Design and implement containerized deployment standards using Docker and Kubernetes.

Architect secure, low-latency networking for model-to-service communication.

Perform systems-level performance engineering, including load testing and capacity planning.

Establish MLOps practices, including CI/CD pipelines and model versioning.

Integrate foundation models into enterprise workflows for complex use cases.

Provide technical leadership and mentorship to engineers and stakeholders.