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I will deploy scalable production grade llm inference for cost reduction
Pakistan
19 orders completed
Professional computer programmer
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
FAQ
Can you work with [specific model]?
Yes! I support Claude, GPT-4, Llama, Mistral, and custom models.
What if I already have infrastructure?
I can optimize existing setups or migrate to new setup.
How long until we see cost savings?
Typically 1-2 weeks post-deployment. Full ROI in 1-3 months.
What about uptime and reliability?
Standard: 99.5% uptime, Premium: 99.9% with multi-zone failover
Do you provide ongoing support?
Yes! All tiers include support. Premium = 30 days + weekly calls.
What if we need to scale more?
Kubernetes auto-scaling handles 10x growth without changes.
Can this work with our existing systems?
Yes. I provide OpenAI-compatible API, integrates with everything.
What about data privacy and compliance?
100% private. All data stays in your infrastructure. HIPAA/SOC2 ready.

