Shagun M.

Key Skills

Software

AWS SageMaker

Other

Top Subject Matter

User-generated content moderation and safety labeling

Audio transcription for video/investigative content

Legal Services & Contract Review

Top Data Types

Text

Audio

Video

Document

Top Task Types

Classification

Transcription

Text Generation

Question Answering

Text Summarization

Evaluation/Rating

Freelancer Overview

HAN DIGITAL — Data Annotator (Remote). I have experience working on data annotation and AI training data projects involving text labeling, content evaluation, prompt-response assessment, sentiment classification, and quality review tasks. My work primarily focused on improving AI model performance by accurately annotating datasets according to detailed guidelines while maintaining consistency, accuracy, and policy compliance across large volumes of data. I have also worked on conversational AI evaluation, harmful content detection, intent classification, and response quality scoring tasks that required strong analytical thinking and attention to detail. During these projects, I worked with annotation and AI data management tools such as Amazon SageMaker for data labeling, dataset handling, and workflow management. In addition to annotation, I have experience performing quality assurance checks, reviewing edge cases, and ensuring high annotation accuracy under strict deadlines. I am highly detail-oriented, adaptable to different annotation frameworks, and comfortable working with structured guidelines and taxonomy-based labeling systems, which allows me to deliver reliable and consistent outputs across complex AI training data projects.

Labeling Experience

HAN DIGITAL — Data Annotator (Remote)

AWS SageMakerTextClassification

Annotated and classified user-generated content following moderation and safety guidelines. Used Amazon SageMaker to evaluate context and intent for assigning severity labels with concise rationales. Focused on maintaining high annotation accuracy throughout the review workflow. • Performed moderation/safety-related labeling on UGC • Assessed context and intent to determine severity • Wrote brief rationales supporting each assigned label • Ensured label consistency and high accuracy

2026 - Present

Transcriptionist (Jul 2024 – Jan 2026)

OtherAudioTranscription

Produced accurate, time-synced transcriptions for multiple YouTube channels, including investigative long-form content. Maintained speaker accuracy, tone, and contextual fidelity across extended recordings. Ensured transcript quality aligned with production requirements. • Created time-synced transcript text from audio/video • Preserved speaker identity and tone • Captured context for long-form investigative segments • Produced reliable transcripts for downstream use

2024 - 2026

Education

Work History