Model Infrastructure Engineer Intern

Astorie is building an intelligent canvas powered by creative agents that support the creative process. The Model Infrastructure Engineer Intern will integrate and operate model APIs through the model gateway, maintaining routing, reliability, monitoring, incident response, cost and quota tracking, and infrastructure automation.

Responsibilities:

• Integrate new model providers and model endpoints into the gateway
• Validate capability compatibility and production readiness before rollout
• Configure and maintain routing and fallback behavior across providers
• Tune retry, rate-limit, quota, and error-handling policies
• Benchmark provider latency, cost, throughput, output quality, and reliability
• Monitor logs, dashboards, and alerts to catch failed or degraded model jobs
• Investigate incidents and recurring failures down to root cause
• Turn findings into fixes, regression tests, observability, or clearer playbooks
• Keep records of model capabilities, pricing, quotas, and performance accurate
• Build scripts and internal tools that automate onboarding, benchmarking, and validation