康炬 龙.

Key Skills

Software

Other

Top Subject Matter

AI Dialogue

AI Data Processing

Top Data Types

Text

Top Task Types

Classification

Prompt + Response Writing (SFT)

Freelancer Overview

Dialogue Data Labeling and Optimization Project. Core strengths include Other. Education includes Associate Degree, N/A (2024). AI-training focus includes data types such as Text and labeling workflows including Classification and Prompt + Response Writing (SFT).

Labeling Experience

AI Automated Labeling Assistance Project

OtherTextPrompt + Response Writing (SFT)

I constructed a semi-automated labeling workflow through prompt engineering, which streamlined the data processing pipeline. The project leveraged prompt design to enhance annotation efficiency and reduce manual work in AI data preparation. The approach led to a 30-50% improvement in labeling productivity. • Prompt engineering for automated data labeling • Developed semi-automated processes using AI tools • Increased efficiency and reduced human error • Achieved measurable gains in processing throughput

Not specified

Dialogue Data Labeling and Optimization Project

OtherTextClassification

In this project, I performed intent classification, emotion recognition, and quality evaluation on AI-generated dialogue data. I used ChatGPT to assist in verification, enhancing the consistency and accuracy of the annotations. The process contributed to AI training data quality through rigorous labeling standards and iterative review. • Intent classification and sentiment labeling on dialogue data • Quality assessment and iterative data improvement • Utilized ChatGPT for consistency verification • Enhanced quality and reliability of AI dialogue datasets

Not specified

Education

Work History