Moses Mwai

Key Skills

Software

CVAT

CloudFactory

Remotasks

Other

Top Subject Matter

General (for ML model training)

Healthcare Data & Medical Documentation

Autonomous Vehicles

Top Data Types

Video

Image

Document

Top Task Types

Object Detection

Classification

Bounding Box

Segmentation

Polygon

Red Teaming

Text Generation

Point Key Point

Entity Ner Classification

Polyline

Transcription

Evaluation Rating

Data Collection

Freelancer Overview

Data Annotation Specialist, CVAT.ai. Core strengths include CVAT, CloudFactory, and Remotasks. Education includes Certificate, Ajira Kenya (2022). AI-training focus includes data types such as Video and Image and labeling workflows including Object Detection, Classification, and Bounding Box.

Labeling Experience

Data Annotation Specialist

VideoSegmentation

Segment each video into individual actions — identifying exactly when each action starts and ends, down to a fraction of a second. Write short, natural language descriptions for each action (e.g., "Pick up the blue towel and place it on the shelf"). Label each segment with the correct action type and which hand(s) are being used. Screen videos for quality issues before annotating. Follow detailed project guidelines to ensure consistent, high-quality training data.

Segment each video into individual actions — identifying exactly when each action starts and ends, down to a fraction of a second. Write short, natural language descriptions for each action (e.g., "Pick up the blue towel and place it on the shelf"). Label each segment with the correct action type and which hand(s) are being used. Screen videos for quality issues before annotating. Follow detailed project guidelines to ensure consistent, high-quality training data.

2026 - Present

Data Annotation Specialist, CVAT.ai

CVATVideoObject Detection

Provided video data annotation services to support machine learning model training. Drew 3D cuboids around objects to accurately detect and track them. Delivered high-quality, accurate video annotations for client projects. • Applied precise annotation standards to meet project expectations. • Collaborated with data scientists and engineering teams. • Ensured top-notch annotation quality and feedback. • Developed expertise in 3D object tracking within video data.

Provided video data annotation services to support machine learning model training. Drew 3D cuboids around objects to accurately detect and track them. Delivered high-quality, accurate video annotations for client projects. • Applied precise annotation standards to meet project expectations. • Collaborated with data scientists and engineering teams. • Ensured top-notch annotation quality and feedback. • Developed expertise in 3D object tracking within video data.

2024 - Present

Junior Data Annotator, CloudFactory Kenya

CloudfactoryImageClassification

Labeled and annotated large volumes of image data items for machine learning. Ensured high data quality and accurate annotation standards were consistently maintained. Supported training of ML models by providing reliable annotated datasets. • Successfully labeled 50,000 images for object detection tasks. • Consistently applied annotation best practices. • Helped improve annotation process efficiency by 15%. • Participated in the professional development of annotation practices.

Labeled and annotated large volumes of image data items for machine learning. Ensured high data quality and accurate annotation standards were consistently maintained. Supported training of ML models by providing reliable annotated datasets. • Successfully labeled 50,000 images for object detection tasks. • Consistently applied annotation best practices. • Helped improve annotation process efficiency by 15%. • Participated in the professional development of annotation practices.

2021 - Present

Data Annotation tasker, Remotask

RemotasksImageBounding Box

Completed labeling projects across healthcare, self-driving vehicles, and agriculture. Annotated images for medical diagnostic and autonomous driving applications. Ensured accuracy and privacy for multi-domain AI projects. • Annotated medical images for disease detection algorithms. • Labeled roads and objects for self-driving car tasks. • Managed and secured data throughout annotation workflow. • Used a range of annotation tools based on task needs.

Completed labeling projects across healthcare, self-driving vehicles, and agriculture. Annotated images for medical diagnostic and autonomous driving applications. Ensured accuracy and privacy for multi-domain AI projects. • Annotated medical images for disease detection algorithms. • Labeled roads and objects for self-driving car tasks. • Managed and secured data throughout annotation workflow. • Used a range of annotation tools based on task needs.

2018 - 2024

AI Image Labeller, Sahaara

OtherImageBounding Box

Collaborated with teams to clarify project-specific annotation requirements. Used industry-standard tools to annotate images, videos, and text. Delivered consistent, precise object, bounding box, and keypoint labeling. • Ensured accuracy and quality of labeled data. • Supported multiple annotation types as needed. • Managed data across diverse project domains. • Utilized current best practices for labeling tasks.

Collaborated with teams to clarify project-specific annotation requirements. Used industry-standard tools to annotate images, videos, and text. Delivered consistent, precise object, bounding box, and keypoint labeling. • Ensured accuracy and quality of labeled data. • Supported multiple annotation types as needed. • Managed data across diverse project domains. • Utilized current best practices for labeling tasks.

2023 - 2023

Education

Work History