志荣 L.

Key Skills

Software

Label Studio

Top Subject Matter

AI Generated Content (LLMs, NLP)

Top Data Types

Computer Code Programming

Text

Top Task Types

RLHF

Freelancer Overview

Proficient in handling tasks related to computer vision (object detection, semantic segmentation) and natural language processing (text classification, entity recognition), Capable of quickly understanding and rigorously executing complex annotation rules. With a one-time pass rate of over 95% for past tasks, I pay close attention to details to ensure the output of high-quality training data. Possessing strong patience and a sense of responsibility, I am committed to providing clean and accurate "nourishment" for AI models.

Labeling Experience

AI Training and Data Labeling Specialist

TextRLHF

Transitioned into AI training and RLHF by providing rating, ranking, hallucination detection, and fact-checking annotations for LLM outputs. Leveraged software engineering expertise to interpret and follow complex labeling guidelines for high-quality data creation. Focused on tasks such as entity extraction and semantic segmentation, ensuring strict rule adherence in AI-driven projects. • Performed entity recognition, sentiment analysis, and consistency validation for natural language text corpora. • Conducted model evaluation for output quality and checked against hallucinations and factual consistency. • Applied structured thinking to quickly learn new taxonomies and edge case handling for diverse datasets. • Maintained high standards through peer review and iterative QA for training and evaluation data.

2024 - Present

Education

Work History