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Bhullar Amrinder

Bhullar Amrinder

AI Data Quality & Annotation Analyst - Professional Services

USA flag
Los Angels, Usa
$6.00/hrExpertAppen

Key Skills

Software

AppenAppen

Top Subject Matter

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Transcription

Freelancer Overview

I am an AI training data and annotation specialist with over 8 years of experience ensuring data quality and accuracy for machine learning workflows. My background includes reviewing and labeling both structured and semi-structured data, applying complex rule-based guidelines, and performing rigorous quality assurance to support high-precision model training. I have worked extensively with large datasets in professional services and analytics environments, using tools like Excel, Google Sheets, and ERP systems to clean, validate, and audit data. My strengths include error detection, edge case identification, and maintaining consistency under tight deadlines. I am adept at documenting annotation decisions and collaborating to refine labeling schemas, always prioritizing accuracy and compliance with evolving AI standards.

ExpertEnglish

Labeling Experience

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Bhullar A. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

C

California CPA Education Foundation

Advanced Professional Coursework, Data Standards and Compliance

Advanced Professional Coursework
2017 - 2017
C

California State University, Los Angeles

Bachelor of Science, Data-Focused Accounting and Analytics

Bachelor of Science
2013 - 2017

Work History

T

TELUS International AI (formerly Appen)

AI Data Annotation Tasker

Los Angels
2025 - Present