Vincent A.

Key Skills

Software

Other

Top Subject Matter

AI training datasets (video)

AI training datasets (video/images/text unspecified)

Computer vision AI training datasets (images)

Top Data Types

Video

Image

Top Task Types

Action Recognition

Data Collection

Object Detection

Freelancer Overview

Outlier - Video Labeler / Data Annotation Specialist. Core strengths include Other. Education includes Bachelor's Degree in Computer Science, University of Nairobi. AI-training focus includes data types such as Video and Image and labeling workflows including Action Recognition, Data Collection, and Object Detection.

Labeling Experience

Atlas - Image Annotation Specialist

OtherImageObject Detection

Completed image annotation tasks to support computer vision model training. Produced accurate labels aligned with project requirements and annotation standards. Performed checks to ensure labeled data quality for downstream usage. • Annotated image content for vision training • Ensured label quality and guideline compliance • Supported dataset creation/cleanup activities • Prepared annotations for AI model ingestion

Not specified

Handshake - Data Annotation Specialist

OtherVideoData Collection

Performed data annotation work to create and refine labeled datasets for AI training purposes. Applied annotation instructions to ensure the accuracy and usefulness of collected labels. Contributed to maintaining dataset readiness for model development cycles. • Annotated data according to provided guidelines • Performed basic validation/QA of labeled outputs • Helped prepare training-ready datasets • Coordinated within project workflows

Not specified

Outlier - Video Labeler / Data Annotation Specialist

OtherVideoAction Recognition

Conducted video labeling to support AI training and annotation workflows for supervised learning tasks. Ensured labeled outputs met quality criteria and were consistent across footage segments. Prepared and validated video annotation deliverables for downstream model training and evaluation. • Labeled actions/activities within video content • Performed quality assurance checks on annotations • Supported dataset preparation for AI training • Followed labeling guidelines for consistency

Not specified

Education

Work History