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I will deploy scalable production grade llm inference for cost reduction

Pakistan

I speak Urdu, Hindi, English

19 orders completed

Professional computer programmer

I build production-grade AI infrastructure that scales. SPECIALTIES: - LLM deployment & inference optimization (70% cost reduction) - Microservices architecture for AI products (Kubernetes) - Event-d...
About this Gig

Stop paying premium prices for external API requests. Deploy a self-hosted, highly optimized LLM inference engine on your own cloud infrastructure and gain complete control over your data and costs.


THE PROBLEM: External APIs (GPT/Claude) are expensive at scale and compromise data privacy.

THE SOLUTION: A custom, auto-scaling LLM engine built for your specific needs.


WHAT I DELIVER:

  • Optimized Inference: vLLM or TensorRT-LLM implementation (50-90% faster).
  • Cost Reduction: Model quantization (GPTQ/AWQ) to maximize GPU memory.
  • Cloud DevOps: Fully containerized deployments (Docker, Kubernetes, Helm).
  • Seamless Integration: OpenAI-compatible FastAPI endpoints.
  • Monitoring: Live Prometheus & Grafana dashboards.
  • Auto-Scaling: Pods that scale automatically with live traffic.


IDEAL FOR: Startups scaling AI products, companies needing strict data privacy, and teams using models like Llama or Mistral.


You get a system that's production-ready, cost-optimized, and scales with you.


Ready to cut API costs by 70% and own your LLM infrastructure?


Let's build it. Click "Contact Seller" to discuss your setup.

Cloud provider:

Amazon Web Services

Expertise:

Backup

Migration

Development

Configuration

Performance

Cloud computing resource:

EC2

Lambda

ELB

Route53

VPC