Sam Le

Key Skills

Software

Appen

CVAT

Labelbox

Label Studio

Remotasks

Scale AI

Google Cloud Vertex AI

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Bounding Box

Classification

Text Summarization

Freelancer Overview

I am an AI data labeling contributor with a strong focus on Natural Language Processing (NLP) and image annotation. My core strengths lie in text classification, summarization, and prompt-response writing for English-language tasks, as well as image-based annotation using bounding boxes and object detection. I bring excellent attention to detail, consistency, and an interest in contributing to high-quality model training. I am especially enthusiastic about projects in retail, e-commerce, autonomous driving, and LLM evaluation. Always eager to learn, I adapt quickly to new tools and labeling techniques and thrive in fast-paced, feedback-rich environments.

Labeling Experience

AI Data Labeler – NLP & Visual Annotation Specialist

Label StudioTextClassificationText Summarization

I specialize in labeling and evaluating both text and visual data to support AI model training. My focus includes English-language natural language processing (NLP) tasks such as prompt-response writing, sentiment analysis, and summarization, alongside image annotation projects involving bounding boxes and object detection. I’m familiar with tools like Label Studio, Labelbox, and Remotasks, and I bring a strong eye for detail, a quick learning curve, and a passion for improving model accuracy. I’m especially interested in projects involving e-commerce, LLM development, and autonomous systems.

I specialize in labeling and evaluating both text and visual data to support AI model training. My focus includes English-language natural language processing (NLP) tasks such as prompt-response writing, sentiment analysis, and summarization, alongside image annotation projects involving bounding boxes and object detection. I’m familiar with tools like Label Studio, Labelbox, and Remotasks, and I bring a strong eye for detail, a quick learning curve, and a passion for improving model accuracy. I’m especially interested in projects involving e-commerce, LLM development, and autonomous systems.

2024 - 2024

Short-Term Audio Event Labeling for Sound Classification

Google Cloud Vertex AIAudioText GenerationPrompt Response Writing SFT

Annotated short audio clips with precise time-stamped labels for specific sound events such as speech, background noise, sirens, and animal sounds. Ensured high labeling accuracy according to project guidelines for use in training machine learning models. The project included quality checks and revision cycles to meet client standards.

Annotated short audio clips with precise time-stamped labels for specific sound events such as speech, background noise, sirens, and animal sounds. Ensured high labeling accuracy according to project guidelines for use in training machine learning models. The project included quality checks and revision cycles to meet client standards.

2023 - 2024

Education

Work History