Key Skills

Software

CVAT

Data Annotation Tech

Deep Systems

OpenCV AI Kit (OAK)

Top Subject Matter

No subject matter listed

Top Data Types

Document

Image

Video

Top Label Types

Action Recognition

Bounding Box

Cuboid

Data Collection

Emotion Recognition

Object Detection

Point Key Point

Polygon

Polyline

Segmentation

Translation Localization

Freelancer Overview

I have over 4.5 years of hands-on experience in AI/ML data annotation, data quality auditing, and model output validation, primarily within the automotive (ADAS for Mercedes-Benz) and robotics domains. My background includes leading large-scale annotation projects involving 30,000+ images and videos, designing annotation guidelines, and implementing audit-ready quality frameworks to ensure accurate and reliable training datasets for computer vision applications such as object detection, lane detection, and scene recognition. I am skilled in using tools like CVAT, SQL, and Python, and have a strong command of Agile workflows, cross-functional team coordination, and process improvement. My expertise lies in bridging the gap between data teams and engineering, ensuring high-quality, scalable, and production-ready AI training data.

Labeling Experience

Education

Work History