Fardin

"Data Entry, Video QA & Computer Vision Annotation Specialist"

Your Data Driven • Freelance

Jan 2025 - Present • 1 yr 7 mos

Detail-oriented Data Entry, Video QA & Computer Vision Annotation Specialist with extensive hands-on experience in high-precision data labeling, quality assurance, and video content inspection. Proficient in using tools like CVAT to annotate complex video datasets, track multi-object movements, and execute strict QA workflows. Skilled at identifying technical spec violations, managing ID switches, and providing actionable feedback to editing and annotation teams to accelerate AI model readiness and ensure zero-defect content delivery. Core Achievements & Strengths High-Precision Data Annotation: Annotated over 10,000+ image and video frames using CVAT, maintaining high accuracy in bounding boxes, polygons, and keypoint tracking. Strict Video QA & Compliance: Reviewed 500+ video and dataset assets against complex checklists; successfully eliminated jittering, ID switches, and spec violations before final deployment. Process Optimization & Feedback: Delivered clear written defects and guidance to video editors and annotators, boosting overall workflow efficiency and standardizing QA guidelines. Dataset Export & Formatting: Exported verified annotated datasets seamlessly in YOLO, COCO, and Pascal VOC formats for direct machine learning model training. Reliable Data Entry Execution: Managed large-scale database entries with speed, precision, and complete attention to detail.