AI/ML Engineer

About the role

An engineer is asked to debug an existing AI agent stack: Gitea, fine-tuning notebooks, GGUF inference, a prediction API, and an OpenClaw agent. The Philippines is not named.

What you'll do

• Review the existing Gitea repository and deployed architecture.
• Investigate inconsistencies between the fine-tuning notebooks, model metadata, and deployed GGUF files.
• Troubleshoot the unavailable base-model inference backend and verify model loading, routing, and API responses.
• Validate the machine-learning prediction service and its API contract.
• Test the OpenClaw agent's integration with the prediction service and Gitea, including error handling and human-approval requirements.
• Run reproducible evaluations comparing the base and fine-tuned models.

Requirements

• Able to debug and finish an existing Python AI agent system using Qwen and OpenClaw.
• Deliver a working, independently tested AI/ML subsystem, configured inference endpoints, evaluation evidence, and updated documentation.

About AI agent system client

The client has an existing AI agent system, with fine-tuning notebooks, GGUF files, and an OpenClaw agent, that needs debugging.

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