Rutvik Talaviya

Detail-oriented freelance Data Annotator with 1 year of experience delivering accurate, guideline-compliant training data for Upwork clients. Experienced in image, text, audio, and video annotation; bounding boxes, polygons, segmentation, classification, and NLP labeling. Skilled at interpreting evolving instructions, performing quality checks, resolving ambiguities, and communicating progress clearly in remote project environments.

Freelance Data Annotator at Upwork (2025-01 – Present)

Independent Contractor | Data Annotation, Dataset Review & Quality Assurance

• Completed image, video, audio, and text annotation tasks for client-provided datasets, following project-specific labeling guidelines.
• Annotated computer-vision data using bounding boxes, polygons, keypoints, segmentation masks, object classes, and attributes.
• Labeled NLP datasets for text categories, named entities, sentiment, intent, search relevance, and content-safety use cases.
• Performed quality-control reviews through spot checks, validation passes, and feedback cycles; corrected inconsistencies and escalated unclear cases.
• Managed annotation queues independently, prioritized accuracy and turnaround time, and delivered completed work within agreed project deadlines.
• Communicated with Upwork clients to clarify requirements, share progress updates, document questions, and incorporate feedback into subsequent batches.

Bachelor of Computer Application – Ganpat University (2020)