Full Sack Engineer

Description:

Our client is a fully remote startup, offering a machine learning platform that connects various stakeholders with startups. Our technology is built on various LLMs and other machine learning technologies. We are looking for a Full-Stack Engineer with an affinity for LLMs to join our team.

As a Full-Stack Engineer, you will be responsible for implementing core technologies used by our platforms, conducting research and development on our LLM stack, and improving the reliability of our LLM infrastructure. You should have experience with JavaScript, Python, React, Django, and FastAPI. Knowledge of Docker and previous experience with Kubernetes is beneficial. We follow a kanban methodology for project management and value flexibility and continuous improvement. This is a remote position with core working hours aligned with Singapore standard time.

Requirements and Responsibilities:

Technical Skills:

• Programming languages: Python.
• Backend: Django, FastAPI/Flask
• Experience running LLMs and associated tools
• Running open source models such as LLama, Mistral on GPU-powered VMs.
• Fine-tuning foundational models such as the above.
• RAG search.
• Experience using LLMs to solve business challenges.

System Environment:

• Operating System: Debian.

Responsibilities:

• Develop new features and fix bugs on our LLM stack.
• Conduct research and development on our LLM stack.
• Improve system reliability for our LLM infrastructure.
• Automate manual tasks.
• Manage servers.