Daniel M.

Key Skills

Software

CloudFactory

Other

Top Subject Matter

Machine learning and computer vision (2D/3D annotation)

AI training and QA for text-based responses

Legal Services & Contract Review

Top Data Types

3D Sensor

Text

Image

Document

Top Task Types

Cuboid

Freelancer Overview

Data Annotator (Contract) — CloudFactory – Kenya. Core strengths include CloudFactory and Other. Education includes Bachelor of Arts, University of Nairobi. AI-training focus includes data types such as 3D Sensor and Text and labeling workflows including Cuboid, Evaluation, and Rating.

Labeling Experience

Data Annotator (Contract) — CloudFactory – Kenya

CloudFactory3D SensorCuboid

Performed high-accuracy 2D and 3D data annotation to support machine learning and computer vision model training and evaluation. Followed strict, project-specific guidelines to ensure annotations met quality and consistency requirements. Completed quality checks and corrections across large datasets to maintain high annotation standards.•Annotated 2D and 3D data per detailed guidelines.•Validated labels through QA checks and iterative corrections.•Resolved edge cases through collaboration with reviewers and project leads.•Met productivity and quality benchmarks in a remote contract environment.

2023 - 2024

Data Annotation & AI Support Associate (Primary + Extended Engagement) — Athena

OtherText

Supported AI model training through detailed annotation, validation, and review of text-based and structured data. Evaluated AI-generated responses against defined quality guidelines and provided clear, constructive feedback. Maintained consistency and accuracy across repeated annotation cycles while adapting to evolving project requirements and adhering to confidentiality and ethical AI standards.•Annotated and reviewed text-based and structured datasets for training readiness.•Assessed AI response quality using guideline-based evaluations.•Provided feedback to improve model outputs and labeling quality.•Followed confidentiality, data protection, and ethical AI requirements.

2021 - 2023

Education

Work History