AI Engineer (Agentic Systems, Deployment & Infrastructure Sizing)
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Description
• Build single/multi-agent system capable of complex reasoning & external tool/API execution
• Hardware Sizing & Infrastructure Architecture
• Model Deployment
• RAG & Enterprise Integration
• Software Stack & MLOps
• Cost & Performance Benchmark
• Agentic & LLM Stack
• GPU architectures, VRAM calculation, Linux server
• vLLM, TensorRT-LLM, ONNX Runtime, model quantization technique & LoRA
• Hardware Sizing & Infrastructure Architecture
• Model Deployment
• RAG & Enterprise Integration
• Software Stack & MLOps
• Cost & Performance Benchmark
Required Candidate profile
• Exp. focused on LLMs, GenAI, & Agentic workflows• Agentic & LLM Stack
• GPU architectures, VRAM calculation, Linux server
• vLLM, TensorRT-LLM, ONNX Runtime, model quantization technique & LoRA