Emmanuel Natoli Emmanuel Natoli

Key Skills

Software

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Text

Top Label Types

Classification

Freelancer Overview

I am an enthusiastic AI trainer and data annotator with a strong background in prompt engineering, data labeling, and model evaluation. My experience includes designing and testing prompts to enhance AI response quality, providing structured feedback to improve model performance, and carefully annotating data with a focus on accuracy and clarity. I am skilled in following detailed guidelines, identifying edge cases, and communicating complex concepts in a clear and concise manner. With hands-on experience in JavaScript, HTML, CSS, basic Python, and tools like Git and JSON, I have also built interactive web applications and logic-based tools that emphasize user experience and precision. I am passionate about contributing to the development of safe and effective AI by ensuring the highest standards of data quality and model training.

Labeling Experience

LLM Response Evaluation & Prompt Refinement Project

LabelboxTextClassification

Performed text-based classification and annotation of prompt–response pairs for AI systems. Evaluated outputs for correctness, clarity, instruction adherence, and safety, and categorized responses based on quality and intent alignment. Provided structured feedback and refined prompts and responses to improve model performance.

Performed text-based classification and annotation of prompt–response pairs for AI systems. Evaluated outputs for correctness, clarity, instruction adherence, and safety, and categorized responses based on quality and intent alignment. Provided structured feedback and refined prompts and responses to improve model performance.

2024 - 2025

Education

Work History