Rui M.

Key Skills

Software

Other

Top Subject Matter

AI large language models (LLMs)

system deployment

dialog systems

Top Data Types

Text

Document

Top Task Types

Fine-tuning

Freelancer Overview

Open-source AI Model On-Premises Deployment & Fine-tuning Specialist. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, 山东科技大学 (2025). AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

Labeling Experience

Open-source AI Model On-Premises Deployment & Fine-tuning Specialist

TextFine-tuning

Led the on-premises deployment of large open-source AI language models, focusing on optimizing model inference, configuration, and system interoperability. Developed workflows for private AI service environments including Docker, Ollama, and web-based interfaces, enabling customizable model deployment for dialog-based applications. Established reusable process documentation and continuous optimization of model tuning and evaluation. • Oversaw the architectural design for disk allocation and resource deployment • Pulled and tested Qwen series models for hardware adaptability • Deployed and configured Open WebUI for model visualization • Integrated local APIs to ensure seamless cross-environment communications

2025 - Present

Education

Work History