Ashish Singh

Key Skills

Software

Appen

Clickworker

Labelbox

Mindrift

Toloka

Top Subject Matter

Speech Recognition/AI Training

Web Page Quality/AI Search Training

Data labeling

Top Data Types

Audio

Document

Top Task Types

Transcription

Freelancer Overview

Freelance AI Data Contributor (Transcription). Core strengths include Appen. Education includes Bachelor of Science, Chhatrapati Shahu Ji Maharaj University (2024). AI-training focus includes data types such as Audio and Document and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

Data Labeler

VideoSegmentation

It is robotics related project with high quantity of data to label.

It is robotics related project with high quantity of data to label.

2026 - Present

AI Data Evaluator – Page Quality

AppenDocument

As an AI Data Evaluator for Appen CrowdGen on Project Teapot, I assessed web pages for relevance, usefulness, and trustworthiness. My assessments contributed to search quality and enhanced AI system accuracy. I consistently applied structured guidelines and delivered policy-driven page quality judgments. • Evaluated digital documents using structured guidelines. • Enhanced search relevance for AI model improvement. • Conducted trustworthiness and usefulness checks on web content. • Provided consistent evaluations in a remote, independent setting.

As an AI Data Evaluator for Appen CrowdGen on Project Teapot, I assessed web pages for relevance, usefulness, and trustworthiness. My assessments contributed to search quality and enhanced AI system accuracy. I consistently applied structured guidelines and delivered policy-driven page quality judgments. • Evaluated digital documents using structured guidelines. • Enhanced search relevance for AI model improvement. • Conducted trustworthiness and usefulness checks on web content. • Provided consistent evaluations in a remote, independent setting.

2025 - 2025

Freelance AI Data Contributor (Transcription)

AppenAudioTranscription

As a Freelance AI Data Contributor for Appen CrowdGen on Project Jigglypuff, I produced high-quality speech-to-text data for AI and ML model training. I carefully followed detailed transcription and quality guidelines to ensure data accuracy. My work supported scalable AI data pipelines in a remote setting. • Performed precise audio transcription of speech content. • Ensured quality and consistency by adhering to project guidelines. • Enabled effective AI/ML training through accurate labeling. • Operated independently while collaborating with remote teams.

As a Freelance AI Data Contributor for Appen CrowdGen on Project Jigglypuff, I produced high-quality speech-to-text data for AI and ML model training. I carefully followed detailed transcription and quality guidelines to ensure data accuracy. My work supported scalable AI data pipelines in a remote setting. • Performed precise audio transcription of speech content. • Ensured quality and consistency by adhering to project guidelines. • Enabled effective AI/ML training through accurate labeling. • Operated independently while collaborating with remote teams.

2025 - 2025

Education

Work History