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You will get production-ready LLM inference server optimized for speed

Christ Herve O.Status: Offline
Christ Herve O.
4.6
Preview image

Let a pro handle the details

Buy Generative AI services from Christ Herve, priced and ready to go.
Christ Herve O.Status: Offline
Christ Herve O.
4.6
Preview image

Let a pro handle the details

Buy Generative AI services from Christ Herve, priced and ready to go.

Project details

I specialise in deploying and optimising LLM inference servers for AI startups using vLLM and SGLang. Whether you need a quick deployment or a full production-grade inference stack, I handle the infrastructure, so your team can focus on building the product. I deploy on any cloud or serverless GPU platform, including Runpod, Modal, AWS and GCP.
AI Algorithms
Large Language Model, Transformer Model
AI Applications
AI Chatbot, AI Text-to-Speech
AI Development Language
Python
AI Tools
Hugging Face, PyTorch, TensorFlow
AI Models
LLaMA, Whisper
What's included
Service Tiers Starter
$150
Standard
$300
Advanced
$500
Delivery Time 3 days 5 days 10 days
Number of Revisions
123
AI Model Integration
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Batch Normalization
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Database Integration
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Detailed Code Comments
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Image Upscaling
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MLOps
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Model Deployment
Model Documentation
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Model Monitoring
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Model Testing & Optimization
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Model Tuning
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Natural Language Processing
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NLP Tokenization
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Pre-Training
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Prompt Engineering
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Setup File
Source Code
Optional add-ons You can add these on the next page.
Fast Delivery
+$50 - $200
Additional Revision
+$50
LoRA Adapter Integration (+ 1 Day)
+$100
Serverless GPU Deployment (+ 1 Day)
+$150
Speculative Decoding Setup (+ 1 Day)
+$100

Frequently asked questions

4.6
10 reviews
90% Complete
(9)
1% Complete
(0)
1% Complete
(0)
10% Complete
(1)
1% Complete
(0)

MS

Mihaela Elena S.
5.00
Nov 10, 2025
FastAPI Developer – Build AI MCP Gateway with Routing Logic & Fallback (Docker, AI APIs) Working with Christ on the FastAPI Developer – Build AI MCP Gateway with Routing Logic & Fallback (Docker, AI APIs) project was a productive and professional experience.

He delivered a solid implementation of the gateway module, showing strong command of FastAPI, routing logic, and Dockerized API structures. The code was organized, functional, and integrated well with the existing architecture.

Communication was consistent, and Christ responded promptly to feedback, implementing the required updates clearly and efficiently. His structured approach and technical understanding helped maintain a smooth workflow throughout the project.

Overall, a dependable and skilled developer who met all key deliverables with good quality and attention to detail. Recommended for complex API and backend automation projects.

AD

Adam D.
5.00
Sep 14, 2025
Runpod Serverless Instance setup

AD

Adam D.
5.00
Sep 2, 2025
Runpod Serverless Instance Setup Excellent communication - delivered exactly what was asked of him. I am about to give a second piece of work.

AC

Andre C.
1.55
Mar 22, 2025
AI consulting and programming It is with great sadness that I end this contract and provide this feedback. Christ was great during the first three months of the contract. We made great progress, all was going very well. But, suddenly, he became unresponsive and blamed it on personal issues. I was understanding and gave him time, but week after week he promised to get work done and failed. The systems that were developed and once worked well stopped working (model hallucinating) and he was unable to fix them. I asked for documentation of his work, the delivery was poor. I prepared a set of questions related to the systems, few were poorly answered, most simply ignored. He ignored my questions and requests and worked whenever he wanted on whatever he wanted, no explanations given.
I don't understand what happened to him. It almost feels like he is a different person now.
My company spent five months and a good amount of money in this project and we are leaving mostly empty-handed. Without the systems working, a hallucinating model, and almost no documentation, we are back to square zero. More than money, we lost time to market.
This project was a big loss for us and I can't recommend Christ to anyone. I wish we could recuperate, at least, some of the work done.
I hope he finds his way back to a responsible, responsive and capable professional he was for a while. But, the way he is now, I'd not hire him again.

WD

Wayne D.
5.00
Nov 15, 2024
Python Developer Needed for Google Sheets Integration using ChatGPT Christ did an excellent job
Christ Herve O.Status: Offline

About Christ Herve

Christ Herve O.Status: Offline
Machine Learning/Software Engineer
81% Job Success
4.6  (10 reviews)
Yaounde, Cameroon - 1:47 pm local time
👋 I'm a Machine Learning/Software Engineer with 3 years in AI and 5 years in computer engineering, specializing in production-grade Python and Rust. I build end-to-end ML solutions—from fine-tuning transformers like BERT and T5 to deploying models with vLLM and Docker, crafting scalable data pipelines with Prefect, and integrating cutting-edge LLMs (OpenAI, Claude, Gemini). My expertise spans FastAPI-powered ML APIs, and workflow automation, all backed by clean, test-driven code and modern DevOps practices. Whether you need intelligent automation, model serving at scale, or robust API solutions, I deliver scalable systems that actually work. Ready to bring AI innovation to your project? Let's build something exceptional together! 🚀

Steps for completing your project

After purchasing the project, send requirements so Christ Herve can start the project.

Delivery time starts when Christ Herve receives requirements from you.

Christ Herve works on your project following the steps below.

Revisions may occur after the delivery date.

Requirement Analysis

Review your model, GPU specs, platform choice, and performance targets to plan the optimal setup.

Server Deployment

Deploy vLLM or SGLang on your chosen platform with proper configuration.

Review the work, release payment, and leave feedback to Christ Herve.