Keith Kibet

Key Skills

Software

Mindrift

Scale AI

Top Subject Matter

Computer Vision

Human-Attribute AI

Age Classification

Top Data Types

Video

Image

Text

Document

Top Task Types

Tracking

Classification

Freelancer Overview

Elite Video Annotation Specialist. Core strengths include Mindrift and Scale AI. Education includes Master of Science, N/A (2022) and Bachelor of Science, N/A (2020). AI-training focus includes data types such as Video and Image and labeling workflows including Classification.

Labeling Experience

Image/Video Annotation Specialist

Scale AIImageClassification

As an Image/Video Annotation Specialist, I performed multimodal evaluation and annotation of image and video data for AI model improvement. My work included applying structured guidelines, quality benchmarking, and adapting instructions over project lifecycles. I demonstrated attention to detail in handling diverse, sensitive datasets and met productivity targets without sacrificing quality. • Conducted precision annotation and evaluated visual data accuracy. • Analyzed patterns, anomalies, and ensured strict compliance with protocols. • Applied evolving annotation instructions for consistent data reliability. • Worked with sensitive image and video content for robust model training.

As an Image/Video Annotation Specialist, I performed multimodal evaluation and annotation of image and video data for AI model improvement. My work included applying structured guidelines, quality benchmarking, and adapting instructions over project lifecycles. I demonstrated attention to detail in handling diverse, sensitive datasets and met productivity targets without sacrificing quality. • Conducted precision annotation and evaluated visual data accuracy. • Analyzed patterns, anomalies, and ensured strict compliance with protocols. • Applied evolving annotation instructions for consistent data reliability. • Worked with sensitive image and video content for robust model training.

2025 - 2025

Elite Video Annotation Specialist

MindriftVideoTrackingClassification

As an Elite Video Annotation Specialist, I labeled video data to support computer vision and human-attribute AI projects. I maintained a consistent high-quality standard, holding the Elite Badge and a Quality Rating of 4.5/5. My work involved collaborating with QA teams to refine annotation guidelines for challenging cases. • Performed complex temporal labeling to ensure continuity and accuracy across frames. • Specialized in autonomous and human-attribute model labeling tasks. • Maintained top-tier accuracy and consistency for elite status on the annotation platform. • Delivered high-fidelity tracking and annotation for critical AI model inputs.

As an Elite Video Annotation Specialist, I labeled video data to support computer vision and human-attribute AI projects. I maintained a consistent high-quality standard, holding the Elite Badge and a Quality Rating of 4.5/5. My work involved collaborating with QA teams to refine annotation guidelines for challenging cases. • Performed complex temporal labeling to ensure continuity and accuracy across frames. • Specialized in autonomous and human-attribute model labeling tasks. • Maintained top-tier accuracy and consistency for elite status on the annotation platform. • Delivered high-fidelity tracking and annotation for critical AI model inputs.

2024 - 2025

AI Image Review & Age Classification Specialist

MindriftImageClassification

In my role as an AI Image Review & Age Classification Specialist, I classified images by analyzing visual and demographic attributes. I ensured accurate age group categorization by examining facial features and contextual cues for AI model training. The work demanded strict adherence to guidelines and a focus on data reliability. • Reviewed human images and assigned to defined age classes. • Upheld high inter-annotator agreement and passed quality audits consistently. • Flagged ambiguous or low-quality data to enhance overall dataset quality. • Used detailed guidelines to improve computer vision model performance.

In my role as an AI Image Review & Age Classification Specialist, I classified images by analyzing visual and demographic attributes. I ensured accurate age group categorization by examining facial features and contextual cues for AI model training. The work demanded strict adherence to guidelines and a focus on data reliability. • Reviewed human images and assigned to defined age classes. • Upheld high inter-annotator agreement and passed quality audits consistently. • Flagged ambiguous or low-quality data to enhance overall dataset quality. • Used detailed guidelines to improve computer vision model performance.

2024 - 2024

Education

Work History