Tt K.

Key Skills

Software

Other

Top Subject Matter

AI Visual Model Training / E-commerce & Commercial Design

Top Data Types

Image

Top Task Types

Fine-tuning

Freelancer Overview

AI Model Training & Workflow R&D (Independent Projects) | Original Creator on Liblib Platform. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Associate Degree, Huzhou Vocational and Technical College (2024). AI-training focus includes data types such as Image and labeling workflows including Fine-tuning.

Labeling Experience

AI Model Training & Workflow R&D (Independent Projects) | Original Creator on Liblib Platform

OtherImageFine-tuning

Managed end-to-end LoRA fine-tuning for image-based AI models, including dataset collection and high-precision manual tagging. Developed and standardized automated workflows using ComfyUI to increase efficiency in data labeling and model training. Applied controlled-variable experiments to optimize labeling consistency and output stability. • Curated and tagged images for LoRA dataset creation • Built automated visual labeling pipelines in ComfyUI • Conducted iterative reviews to refine model accuracy • Ensured labels met professional visual and commercial standards

2023 - Present

Education

Work History