Freelancer

Key Skills

Software

Label Studio

Top Subject Matter

Technology - AI/ML & Language Modals

General - Text Classification & NLP Data

Finance - Risk Analysis & Fraud Detection

Top Data Types

Text

Computer Code Programming

Top Task Types

Text Summarization

Data Collection

Prompt + Response Writing (SFT)

Transcription

Freelancer Overview

I am an AI Training Data Specialist with hands-on experience in Supervised Fine-Tuning (SFT) annotation and LLM trajectory design at OpenClaw SFT Trajectories platform. I develop high-quality training data through prompt engineering, trajectory validation, and performance evaluation for AI agents. My expertise includes identifying edge cases, ensuring data consistency, and collaborating with ML teams to improve training datasets. With 6+ years of technical background in Salesforce development and AI integration, I bring a unique perspective on bridging training data requirements with real-world application needs. I maintain rigorous data quality standards and provide detailed audit documentation for effective model fine-tuning.

Education

Work History