Navyasri Mutaka

Senior AI Data Annotation & Quality Specialist with 5+ years of experience supporting enterprise AI and Machine Learning initiatives through high-quality data annotation, dataset validation, and quality assurance. Experienced across Computer Vision, Autonomous Driving, Medical AI, NLP, Generative AI, GIS Mapping, and LiDAR projects. Strong background in QA/QC, AI data operations, annotation guideline creation, team leadership, workflow optimization, and SLA management.

Proven ability to deliver production-ready datasets while maintaining high accuracy and collaborating with cross-functional teams.

Medical AI Data Annotator | Team Lead - Infosys Ltd.

(2026-05 - 2026-06)

Project: Johnson & Johnson – Medical AI

• Led a team of six annotators delivering laparoscopic surgical video annotation datasets.
• Assigned annotation tasks based on project priorities and delivery timelines.
• Performed Quality Assurance (QA/QC) to ensure compliance with client standards and medical annotation guidelines.
• Developed annotation guidelines, SOPs, and workflow documentation to improve consistency and accuracy.
• Trained and mentored more than ten annotators on annotation tools and quality processes.
• Maintained high annotation accuracy while consistently meeting SLA commitments.
• Coordinated with stakeholders to ensure timely delivery of high-quality datasets.
• Supported AI model development through high-quality medical computer vision datasets.

Senior AI Data Annotator & Quality Reviewer - Oracle India Pvt. Ltd

(2023-11 - 2026-05)

Projects: HECTRA, Face Detection, Twin Face Detection, Weapon Detection, Anti-Spoofing, ALPR

• Performed production and quality review across multiple AI annotation projects.
• Conducted image quality evaluation and dataset validation for computer vision models.
• Reviewed annotation accuracy and ensured compliance with client guidelines.
• Worked on image, text, and multimodal annotation projects supporting AI model training.
• Collaborated with quality teams to resolve annotation discrepancies.
• Improved workflow efficiency while maintaining high productivity and quality metrics.
• Supported AI model improvement through accurate and consistent annotated datasets.

Associate – AI Data Annotation - Wipro Ltd.

(2023-06 - 2023-09)

Project: Grab Taxi

• Executed production and quality checking activities for AI data annotation projects.
• Ensured annotation quality and adherence to client standards.
• Collaborated with project teams to deliver datasets within defined timelines.
• Performed quality validation before project submissions.

ITES Executive (AI Data Annotator & Quality Reviewer) - iMerit Technology Services Pvt. Ltd.

(2021-02 - 2023-06)

Projects: Athena, AWS, Adobe, Twitter, LinkedIn, Twilio, Generative AI, CMR Surgical, Ethicon

• Performed image, video, medical, GIS, LiDAR, and text annotation across multiple AI projects.
• Worked on laparoscopic surgical video annotation for healthcare AI applications.
• Annotated autonomous driving datasets using bounding boxes, polygons, cuboids, and semantic segmentation.
• Conducted sentiment analysis, entity recognition, and NLP-based text annotation.
• Executed social media annotation and moderation projects.
• Maintained high-quality annotation standards while consistently achieving project targets.
• Collaborated with QA teams to improve annotation accuracy and consistency.

Bachelor Degree - RK Degree College (2016-01 - 2016-12)

Bachelor Degree - Andhra University (2016-01 - 2016-12)

Intermediate - NRI junior College (2013-01 - 2015-12)