Deploy LLM for backend as a service

I'm in the market for a diligent freelancer to establish my backend as a service and deploy a LLM. Available programming language choices are preferably with Python - I want to discuss potential impacts during the bidding process, so not having a preference at this point.

In your proposal, please include the following:

- Your chosen programming language and its advantages for this project
- A detailed project plan, breaking down your approach and timeline
- Any relevant experience with LLM deployment at scale

For this project, I am looking for an intermediate-level developer, someone with a solid understanding and experience in backend development but doesn't necessarily need to be an expert.

Please let me know if you're available and interested. Here's a brief explanation of the job.

Summary for Deploying a Large Language Model for a REST API

Objective: Deploy a scalable large language model on a GPU instance for a REST API, capable of handling high volumes of requests.

Key Responsibilities:
1. Model Deployment: Set up and deploy a large language model on a robust GPU infrastructure.
2. API Integration: Integrate the model with a REST API for efficient request handling and response generation.
3. Scalability: Implement strategies for scaling the model to handle varying loads, ensuring high availability and performance.
4. Load Management: Develop mechanisms to manage and distribute high volumes of user requests effectively.
5. Performance Optimization: Continuously monitor and optimize the model's performance for speed and accuracy.
6. Technical Expertise: Deep knowledge of large language models, experience with GPU-based deployments, and proficiency in REST API development.

Ideal Candidate: A candidate with a strong background in deploying and managing large language models on GPU instances, skilled in developing scalable REST APIs, and experienced in handling high traffic environments.