Build and maintain software that integrates ML/GenAI models with Kubernetes-based edge orchestration. Develop controllers, operators, CRDs, and Helm charts to schedule and deploy AI workloads at the edge, integrate ONNX/PyTorch/TensorFlow models, use AI coding agents, contribute to open-source components, and collaborate across AI, infrastructure, and product teams to ship features end-to-end.

Design, build, and operate microservices and distributed systems; diagnose production issues; drive scalability, reliability, and observability improvements; and design AI agents that run natively in the infrastructure while collaborating with engineers.