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Michelle Han

Michelle Han

Communications Professional Specializing in LLM Evaluation & Data Labeling

USA flagNew York, Usa
$30.00/hrIntermediateData Annotation TechInternal Proprietary Tooling

Key Skills

Software

Data Annotation TechData Annotation Tech
Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

DocumentDocument
ImageImage
TextText

Top Task Types

Classification
Data Collection
Evaluation Rating
Prompt Response Writing SFT
Text Summarization

Freelancer Overview

Over the past few years, I have specialized in data labeling to support AI development, with a focus on text and document annotation but a broader set of experiences across image, text, audio and video labeling. Using internal tools, I processed and labeled government documents—classifying forms, extracting key data points, and validating OCR results to train natural language processing models. My communications background helped me maintain high accuracy in identifying context-sensitive information, such as named entities and document intent. I also contributed to refining annotation guidelines and improving workflow clarity across multilingual datasets. More broadly speaking, I have comprehensive experience with efficiently and effectively rating, refining, and identifying massive sets of image, text, audio, and video data sets by acting as a generalist AI trainer.

IntermediateFrenchKoreanEnglish

Labeling Experience

Data Annotation Tech

Video Annotator

Data Annotation TechVideoClassificationText Generation
Classifying, identifying, rating, and evaluating all generalist types of video prompts provided and working to provide fine-tuned feedback to improve the product.

Classifying, identifying, rating, and evaluating all generalist types of video prompts provided and working to provide fine-tuned feedback to improve the product.

2024
Data Annotation Tech

Audio Labeling: Transcription, Diarization, Tone Labeling

Data Annotation TechAudioAudio Recording
Various generalist projects transcribing, identifying, and labeling the tone/emotion of audio recordings provided.

Various generalist projects transcribing, identifying, and labeling the tone/emotion of audio recordings provided.

2024
Data Annotation Tech

Text Classification

Data Annotation TechTextText SummarizationTranslation Localization
Summarizing, rating and evaluating, translating, and writing responses, contextualizations, and justifications for a generalist variety of prompts on topics from politics to economics to arithmetic.

Summarizing, rating and evaluating, translating, and writing responses, contextualizations, and justifications for a generalist variety of prompts on topics from politics to economics to arithmetic.

2024
Data Annotation Tech

Image Labeling

Data Annotation TechImageObject DetectionEvaluation Rating
Various ongoing projects & prompts regarding classifying, evaluating, and penning prompts and responses for images provided and requested.

Various ongoing projects & prompts regarding classifying, evaluating, and penning prompts and responses for images provided and requested.

2024

Document Processing

Internal Proprietary ToolingDocumentClassificationText Summarization
For private political clients: document classification, text summarization, data analysis, NER, redaction labeling.

For private political clients: document classification, text summarization, data analysis, NER, redaction labeling.

2023

Education

N

New York University

Bachelor of Arts, Politics & Business of Entertainment, Media & Technology

Bachelor of Arts
2020 - 2024

Work History

B

Bully Pulpit International

Client Services Consultant

New York
2024 - Present
S

SKDKnickerbocker

Public Affairs Associate

New York
2023 - 2024