AI Model Deployment Expert

4 days ago


Hyderabad, Telangana, India PhoQtek labs private limited Full time

Job Overview:

An experienced LLM Engineer is sought after to drive the deployment and optimization of self-hosted Large Language Models (LLMs) at PhoQtek labs private limited.

Main Responsibilities:

  • Deploy and optimize self-hosted LLMs for efficient inference.
  • Set up GPU-accelerated servers for AI workloads using CUDA, TensorRT, and vLLM.
  • Implement model quantization for reduced memory usage.
  • Develop APIs for model inference using FastAPI, Flask, or Hugging Face TGI.
  • Automate model deployment with Docker, Kubernetes, and CI/CD pipelines.
  • Fine-tune and train models using LoRA, QLoRA, or full fine-tuning methods.
  • Monitor system performance and optimize for scalability and security.
  • Collaborate with cross-functional teams to integrate LLMs into applications.

Requirements:

  • 3+ years of experience in AI/ML model deployment.
  • Strong knowledge of Python, PyTorch, and TensorFlow.
  • Hands-on experience with LLM inference frameworks.
  • Experience with NVIDIA GPU acceleration.
  • Proficiency in Linux, Docker, and Kubernetes.
  • Knowledge of security best practices for AI deployments.
  • Experience with distributed computing and API development.


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