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Python Developer

Omnia Computers

多个城市，巴基斯坦

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发布 Dec 09, 2024 175 查看

PKR. 30,000 - 50,000/Month

We are seeking a skilled and motivated Python Developer with expertise in Large Language Models (LLMs) and API development. The ideal candidate will design, develop, and deploy APIs powered by LLMs, ensuring performance, scalability, and reliability. This role requires experience in Python, machine learning frameworks, and cloud deployment.

Key Responsibilities

LLM Integration & Fine-Tuning:

Develop and integrate Large Language Models into various applications.
Fine-tune pre-trained LLMs (e.g., GPT, LLaMA) based on specific use cases.
Implement Retrieval-Augmented Generation (RAG) for dynamic data sourcing.

API Development:

Design, build, and maintain RESTful APIs for LLM-based solutions.
Ensure clean, efficient, and well-documented code.

Server Deployment & Maintenance:

Deploy APIs and LLM-based solutions on cloud platforms (e.g., AWS, Azure, GCP).
Set up CI/CD pipelines to automate testing and deployment.
Monitor system performance, troubleshoot issues, and optimize resource utilization.

Collaboration & Scalability:

Work closely with cross-functional teams to gather requirements and deliver features.
Develop scalable solutions that can handle high-load environments.

Testing & Documentation:

Write unit tests and perform integration testing for APIs and LLM components.
Create technical documentation, ensuring future maintainability.

Required Skills

Strong proficiency in Python and API development (FastAPI).
Experience working with LLMs (Hugging Face, OpenAI APIs, Llama).
Solid understanding of cloud deployment (AWS, Azure, or GCP).
Hands-on experience with Docker and containerized deployments.
Familiarity with RAG (Retrieval-Augmented Generation) frameworks.
Experience with databases (SQL/NoSQL) and data pipelines.
Knowledge of machine learning libraries like PyTorch or TensorFlow, Panda, Numpy.