Available to hire
Hi, I’m Manvinder Kaur, a detail-oriented Data Annotator with experience labeling text and image datasets and a background in operations requiring accuracy and process improvements. I help teams build reliable AI training data by ensuring quality, confidentiality, and timely delivery across projects.
I’m fluent in English, Hindi, and Punjabi, comfortable collaborating with remote teams, and proficient with tools like Labelbox and CVAT. I enjoy turning complex data into clean, actionable datasets and continuously learning new evaluation frameworks to support better model training.
Experience Level
Language
English
Fluent
Hindi
Fluent
Panjabi, Punjabi
Fluent
Work Experience
Generative AI Associate at Innodata
January 1, 2024 - November 6, 2025Evaluated AI-generated text, image, and multimedia outputs for accuracy, completeness, and adherence to project-specific guidelines. Conducted prompt and model testing, assessing LLM responses on metrics such as helpfulness, insightfulness, formatting, freshness, and factual accuracy. Performed image evaluation to preserve identity, ensure visual consistency, harmonization, and artifact-free rendering. Maintained high performance in quality metrics and contributed to guideline refinements. Collaborated with QA reviewers, trainers, and team leads to align evaluation standards. Participated in calibration sessions, supported multiple lines of business, and used internal labeling platforms while maintaining confidentiality. Continuously learned new evaluation frameworks to enhance model training quality.
Data Annotator at Freelance / Independent Projects
January 1, 2024 - November 6, 2025Annotate and label diverse datasets (images and text) using Labelbox and CVAT; familiar with Amazon SageMaker Ground Truth. Apply tagging, classification, bounding boxes, and entity recognition techniques with high accuracy. Review and verify annotations to meet project guidelines; collaborate with remote teams on large-scale AI training datasets. Perform data cleaning, entry, and validation using Excel and Google Sheets. Work on multilingual projects in English, Hindi, and Punjabi.
Manager at City South Pizza
December 1, 2024 - December 1, 2024Supervised daily business operations including budgeting, staffing, and inventory management. Prepared and reviewed sales and staffing reports, ensuring data accuracy and consistency. Trained and guided employees in standard operating procedures and digital tools. Resolved customer issues and ensured service standards were consistently met.
Assistant Manager at Petro Canada, Brampton
May 1, 2023 - May 1, 2023Managed inventory tracking, cash reconciliation, and employee scheduling. Handled customer relations and supplier communications while maintaining operational records. Ensured all safety and regulatory procedures were followed consistently.
Supervisor at Petro Canada, Brampton
January 1, 2020 - January 1, 2020Coordinated inventory control, merchandising, and store presentation. Trained and supported frontline staff in day-to-day operations.
Guest Service Attendant at Petro Canada, Brampton
December 1, 2018 - December 1, 2018Handled customer transactions and shift-end sales reconciliations. Maintained cleanliness and stock levels while delivering prompt customer service.
Education
Diploma in Supply Chain Management at Northern College at Pures, Toronto
January 1, 2017 - January 1, 2018Master of Commerce at Arya College, Ludhiana, India
January 1, 2013 - January 1, 2015Qualifications
Industry Experience
Media & Entertainment, Retail, Software & Internet, Professional Services, Transportation & Logistics
Experience Level
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