Daniel Muchirah

Key Skills

Software

Appen

CloudFactory

CVAT

Labelbox

Label Studio

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Audio

Image

Top Task Types

Audio Recording

Bounding Box

Data Collection

Freelancer Overview

I have strong experience in data labeling and AI training across computer vision, NLP, and audio tasks. I’ve worked with leading companies like Appen, CloudFactory, and Mindrift, contributing to high-impact projects involving image annotation, 3D LiDAR data, sentiment tagging, and dialogue curation. I’m skilled in using CVAT and Labelbox, and have consistently delivered accurate annotations while adapting to evolving guidelines. In addition to hands-on work, I’ve taken on quality and leadership roles—mentoring team members, conducting peer reviews, and ensuring data integrity across projects. My blend of technical skill, attention to detail, and collaborative mindset makes me a valuable asset in any AI training pipeline.

Labeling Experience

Real Estate Image Annotation

CVATImageBounding BoxPolygon

Annotated images of residential properties by labeling key features such as rooftops, doors, windows, driveways, and building outlines. The project supported computer vision models for property assessment, automated listings, and urban planning tools.

Annotated images of residential properties by labeling key features such as rooftops, doors, windows, driveways, and building outlines. The project supported computer vision models for property assessment, automated listings, and urban planning tools.

2021 - 2024

Education

Work History