Key Skills

Software

CVAT

Labelbox

Top Subject Matter

No subject matter listed

Top Data Types

Image

Medical Dicom

Video

Top Task Types

Bounding Box

Point Key Point

Polygon

Polyline

Segmentation

Freelancer Overview

I am a Project Coordinator and Data Annotation Team Lead with strong experience delivering high-quality training data for Al and Machine Learning, particularly in Computer Vision, ADAS, and Autonomous Vehicle systems. I specialize in Image, Video, and LiDAR annotation, including 2D/3D bounding boxes, semantic segmentation, and multi-sensor workflows. I support the end-to-end Al/ML data lifecycle, ensuring datasets are accurate, consistent, and ready for model training and validation. In my leadership role, I manage annotation teams, track productivity and quality metrics, resolve complex annotation ambiguities, and ensure smooth project execution within timelines. I collaborate closely with clients, QA teams, and internal stakeholders to align requirements, maintain transparency, and deliver reliable results. As a CVAT Trainer, I train and mentor teams on annotation standards, tool best practices, and guideline adherence. I also have hands-on experience with multiple annotation tools, enabling flexible, scalable, and efficient project delivery across different platforms. I am passionate about building strong teams, optimizing annotation workflows, and delivering model-ready datasets that directly improve Al performance and client success.

Labeling Experience

Education

Work History