Key Skills

Software

AWS SageMaker

Appen

CVAT

Dataloop

Datasaur

Doccano

Google Cloud Vertex AI

HiveMind

Label Studio

Prodigy

Remotasks

Scale AI

SuperAnnotate

Tagtog

Toloka

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Audio Recording

Classification

Entity Ner Classification

Evaluation Rating

Prompt Response Writing SFT

Freelancer Overview

I specialize in training AI models labeling data, evaluating prompts, ranking responses, and classifying text, especially in education and tech. I’ve fine-tuned language models, created Q&A content, and simplified complex info for learning platforms. Accuracy and consistency are my top priorities. I adapt quickly to different tools and tasks, from summarization to multilingual reviews. Whether it’s technical docs or sensitive topics, I make sure every detail helps build smarter, safer AI.

Labeling Experience

Text Classification & Prompt Quality Rating

Scale AITextEvaluation RatingPrompt Response Writing SFT

Labeled and categorized text samples for model training. Evaluated AI-generated prompts and responses for accuracy, coherence, and safety. Performed SFT-style rewrites and quality scoring to improve LLM instruction following. Ensured consistency using detailed guidelines across 2,000+ samples.

Labeled and categorized text samples for model training. Evaluated AI-generated prompts and responses for accuracy, coherence, and safety. Performed SFT-style rewrites and quality scoring to improve LLM instruction following. Ensured consistency using detailed guidelines across 2,000+ samples.

2024

Named Entity Recognition & Content Tagging

DatasaurTextEntity Ner ClassificationClassification

Annotated entities including names, organizations, locations, and product types across large text batches. Applied multi-label classifications to support downstream NLP models. Maintained high inter-annotator agreement and followed strict QA standards.

Annotated entities including names, organizations, locations, and product types across large text batches. Applied multi-label classifications to support downstream NLP models. Maintained high inter-annotator agreement and followed strict QA standards.

2022 - 2023

Image & Video Annotation Specialist

CVATVideoBounding BoxSegmentation

Annotated large-scale image and video datasets with bounding boxes, segmentation, and object tracking for computer vision models. Conducted quality audits, ensured consistency, and collaborated on workflow improvements to enhance model performance.

Annotated large-scale image and video datasets with bounding boxes, segmentation, and object tracking for computer vision models. Conducted quality audits, ensured consistency, and collaborated on workflow improvements to enhance model performance.

2021 - 2022

Education

Work History