Deploy Qwen / Gemma on Cloud with API endpoints

I need a production-ready GPU instance on E2E Cloud that runs the Qwen vLLM model for object detection. The service must accept image files through a simple REST endpoint, run inference, and return bounding boxes and labels—stable enough to handle 200 k – 500 k calls every day... (Budget: ₹1500 - ₹12500 INR, Jobs: API Development, CUDA, FastAPI, Linux, Machine Learning (ML), Object Detection, Python, Software Architecture, Terraform, Ubuntu)