Lynda H.

Key Skills

Software

Other

Top Subject Matter

AI model training and evaluation for multi-step workflow performance

Top Data Types

Text

Image

Top Task Types

Prompt + Response Writing (SFT)

Bounding Box

Object Detection

Text Generation

Text Summarization

Question Answering

Fine-tuning

Evaluation/Rating

Freelancer Overview

AI Training and Evaluation Specialist (Freelance). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Business Administration, Southern New Hampshire University. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

Labeling Experience

AI Training and Evaluation Specialist (Freelance)

OtherTextPrompt + Response Writing (SFT)

Designed and refined prompts to improve AI model accuracy and consistency across complex, multi-step workflows. Analyzed model outputs to identify failure patterns and edge cases that degrade performance. Built evaluation frameworks to measure reliability and guide iterative improvements in real-world usage. • Prompt design and refinement for workflow accuracy • Output analysis to surface failure patterns • Evaluation framework development for performance measurement • Cross-project collaboration to enhance reliability

2023 - Present

Education

Work History