David Kindarara

Key Skills

Software

Appen

Clickworker

Humanatic

Lionbridge

Mercor

Mindrift

OneForma

Remotasks

Roboflow

Scale AI

Surge AI

Toloka

Telus

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Action Recognition

Audio Recording

Classification

Data Collection

Prompt Response Writing SFT

Freelancer Overview

I specialize in evaluating, editing, and improving English-language text for clarity, accuracy, tone, and reasoning quality. I have hands-on experience using various tools to review and compare written responses, and apply clear evaluation criteria to ensure polished and well-structured language. My background in office administration gives me a strong foundation in organization and clear communication, which supports my ability to analyze multiple responses, identify the strongest answer, and summarize key ideas concisely and effectively. In addition to text evaluation, I have experience supporting AI training projects through content categorization and annotation work, ensuring consistency and alignment with project guidelines. I am detail-oriented, consistent, and skilled at maintaining quality across recurring evaluation tasks. I bring a clear writing style, strong judgment, and the ability to apply instructions reliably and accurately.

Labeling Experience

AI Content Categorization & Text Evaluation Contractor

AppenTextClassificationText Summarization

Labeled and evaluated English-language text and digital content for AI model training. Reviewed, compared, and rated responses based on clarity, tone, reasoning quality, and adherence to detailed project guidelines. Performed text classification and categorization to support dataset organization and consistency. Ensured accuracy and quality by applying rubric-based evaluation and maintaining consistent documentation standards throughout ongoing project cycles.

Labeled and evaluated English-language text and digital content for AI model training. Reviewed, compared, and rated responses based on clarity, tone, reasoning quality, and adherence to detailed project guidelines. Performed text classification and categorization to support dataset organization and consistency. Ensured accuracy and quality by applying rubric-based evaluation and maintaining consistent documentation standards throughout ongoing project cycles.

2016

Appen Image Annotatin

AppenImageBounding BoxPolygon

Analyzed thousands of social media photos to detect and describe objects, and give context to pictures.

Analyzed thousands of social media photos to detect and describe objects, and give context to pictures.

2018 - 2019

Education

Work History