Samuel G.

Key Skills

Software

Scale AI

Top Subject Matter

Computer vision and AI training datasets (2D/3D)

Remote image annotation for AI training datasets

Legal Services & Contract Review

Top Data Types

3D Sensor

Image

Text

Document

Top Task Types

Cuboid

Segmentation

Freelancer Overview

AI Data Labeling Specialist (3D / 2D Annotation) at Lish AI. Core strengths include Internal, Proprietary Tooling, and Scale AI. AI-training focus includes data types such as 3D Sensor and Image and labeling workflows including Cuboid and Segmentation.

Labeling Experience

AI Data Labeling Specialist (3D / 2D Annotation) at Lish AI

3D SensorCuboid

Served as an AI Data Labeling Specialist performing 3D data labeling for computer vision and AI training models with high accuracy. Produced consistent, guideline-compliant annotations to support machine learning dataset preparation and model learning. Maintained productivity and quality under strict deadlines while iterating based on feedback from reviewers. • Labeled 3D data for training models • Completed 2D image annotations including bounding boxes, segmentation, and classification • Followed detailed annotation guidelines and used feedback to improve quality • Supported dataset preparation for machine learning and computer vision systems

2021 - Present

Freelance AI Data Annotator (Contract Work) at Scale AI

Scale AIImageSegmentation

Worked as a Freelance AI Data Annotator delivering large-scale image annotations for AI training datasets. Ensured precise, consistent labeling aligned with client requirements while operating remotely with strong time management. Focused on improving dataset quality through careful attention to labeling details. • Completed large-scale image annotation tasks • Ensured precise and consistent labeling per client requirements • Worked remotely with discipline and strong time management • Contributed to dataset quality improvements through attention to detail

2022 - 2023

Education

Work History