Danielle Kastendieck

Key Skills

Software

Telus

Appen

Other

Top Subject Matter

Search Engine Evaluation

Social Media and Web Content

Risk and Trust & Safety

Top Data Types

Text

Audio

Image

Top Task Types

Classification

Transcription

Evaluation/Rating

Freelancer Overview

US Rater. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Telus, Appen, Leapforce, Crisp Thinking, Inc. Education includes High School Diploma, Prairie Valley High School (1997). AI-training focus includes data types such as Text and Audio and labeling workflows including Evaluation, Rating, and Classification.

Labeling Experience

US Rater

TelusTextEvaluation Rating

This role focused on reviewing and rating search engine results for webpages, images, and text. I followed detailed guidelines to assess relevance, quality, and user intent. My work contributed to the overall improvement of search engine algorithms and user satisfaction. • Evaluated the helpfulness and accuracy of search results • Provided structured feedback for continuous algorithm enhancement • Maintained consistency and accuracy with high task volume • Applied quality standards to ensure precise web content categorization.

This role focused on reviewing and rating search engine results for webpages, images, and text. I followed detailed guidelines to assess relevance, quality, and user intent. My work contributed to the overall improvement of search engine algorithms and user satisfaction. • Evaluated the helpfulness and accuracy of search results • Provided structured feedback for continuous algorithm enhancement • Maintained consistency and accuracy with high task volume • Applied quality standards to ensure precise web content categorization.

2023 - Present

Social Media Labeling

AppenTextClassification

In this position, I evaluated search queries and labeled products or results according to relevance. I utilized specific guidelines to accurately categorize social media and web content. The role required high efficiency while ensuring each record met the specified quality standards. • Applied content labeling best practices • Managed consistent, high-volume classification tasks • Followed comprehensive project instructions for accuracy • Supported downstream AI and content search initiatives with precise labeling

In this position, I evaluated search queries and labeled products or results according to relevance. I utilized specific guidelines to accurately categorize social media and web content. The role required high efficiency while ensuring each record met the specified quality standards. • Applied content labeling best practices • Managed consistent, high-volume classification tasks • Followed comprehensive project instructions for accuracy • Supported downstream AI and content search initiatives with precise labeling

2018 - 2025

Risk Analyst

OtherTextClassification

As a risk analyst, I monitored online content for potential risks, including harassment and misinformation. My duties involved labeling social media posts and digital content according to company guidelines. I ensured that all flagged content was accurately documented and escalated when required. • Identified and classified risky or harmful digital content • Maintained detailed documentation per project standards • Applied organizational labeling protocols reliably • Contributed to safer online environments through accurate annotation

As a risk analyst, I monitored online content for potential risks, including harassment and misinformation. My duties involved labeling social media posts and digital content according to company guidelines. I ensured that all flagged content was accurately documented and escalated when required. • Identified and classified risky or harmful digital content • Maintained detailed documentation per project standards • Applied organizational labeling protocols reliably • Contributed to safer online environments through accurate annotation

2020 - 2024

Transcriptionist

AppenAudioTranscription

I transcribed audio recordings into accurate text and labeled various audio features. The role required strict adherence to formatting and annotation instructions. Work involved the identification of speaker changes, pauses, and relevant background noise. • Followed detailed project-specific transcription rules • Ensured consistency and high accuracy across datasets • Annotated audio for key utterance features • Supported audio AI model development with labeled datasets

I transcribed audio recordings into accurate text and labeled various audio features. The role required strict adherence to formatting and annotation instructions. Work involved the identification of speaker changes, pauses, and relevant background noise. • Followed detailed project-specific transcription rules • Ensured consistency and high accuracy across datasets • Annotated audio for key utterance features • Supported audio AI model development with labeled datasets

2022 - 2022

Education

Work History