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Brian Hunter

QA & Training Specialist in Contract Review, Compliance, and Legal Research

KENYA flag
Nairobi, Kenya
$15.00/hrExpertClickworkerLabelimgScale AI

Key Skills

Software

ClickworkerClickworker
LabelImgLabelImg
Scale AIScale AI
TolokaToloka
RemotasksRemotasks
MindriftMindrift
MercorMercor
CrowdSourceCrowdSource
AppenAppen

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

TextText
VideoVideo
ImageImage

Top Task Types

Text Generation
Object Detection
Question Answering
Text Summarization
RLHF
Transcription
Data Collection
Evaluation Rating
Classification

Freelancer Overview

I possess 3+ years of intense experience in training AI models and labeling data with prominent remote platforms such as Handshake AI, Outlier, Prolific, Atlas Capture, Meca, Remotask, etc. The tasks include text annotation, image/video labeling, collecting multimodal data, RLHF-based preference ranking, prompt evaluation, hallucination detection, chatbot response rating, and collecting real-world tasks for robotics and embodied AI training. My strength is that I can efficiently complete tasks with precise, consistent, and high-quality annotations even with large-scale or repetitive tasks. Additionally, I can easily adapt to changing guidelines, adhere to strict labeling standards, and provide insightful human feedback that directly impacts the performance and alignment of models. What makes me unique is that I can consistently contribute accurate, domain-specific contributions that can significantly impact frontier AI models, thereby making models smarter, safer, and more capable through quality human input.

ExpertSwahiliEnglish

Labeling Experience

Remote AI Annotation Expert

ImageObject Detection
Since August 2023, I have been engaged in the ongoing high-volume image annotation tasks related to object detection for general AI training and computer vision-based model development. My work primarily involves the execution of such tasks through platforms such as Remotasks and Handshake AI (along with other similar platforms like Outlier and Prolific for related tasks involving multimodal data). My tasks involve the accurate and detailed bounding box annotation of images to identify and classify multiple objects within the images. Some of the key tasks involve the accurate bounding box annotation of images to identify and classify multiple objects within the images. Project Scale: High volume (hundreds to thousands of images weekly), remote work with flexible schedules. Quality Measures: I maintain accuracy levels of over 95% through self-review and feedback mechanisms. This role has enabled me to refine my accuracy in computer vision-based object detection tasks and the capacity to provide clean and reliable data that can be effectively used in the development of object detection-based models for various applications involving autonomous systems, robotics, e-commerce, etc.

Since August 2023, I have been engaged in the ongoing high-volume image annotation tasks related to object detection for general AI training and computer vision-based model development. My work primarily involves the execution of such tasks through platforms such as Remotasks and Handshake AI (along with other similar platforms like Outlier and Prolific for related tasks involving multimodal data). My tasks involve the accurate and detailed bounding box annotation of images to identify and classify multiple objects within the images. Some of the key tasks involve the accurate bounding box annotation of images to identify and classify multiple objects within the images. Project Scale: High volume (hundreds to thousands of images weekly), remote work with flexible schedules. Quality Measures: I maintain accuracy levels of over 95% through self-review and feedback mechanisms. This role has enabled me to refine my accuracy in computer vision-based object detection tasks and the capacity to provide clean and reliable data that can be effectively used in the development of object detection-based models for various applications involving autonomous systems, robotics, e-commerce, etc.

2023 - Present

Education

N

NITA

Certificate in Computer Applications, Computer Applications

Certificate in Computer Applications
2022 - 2022
K

Kajiunduthi Boys Secondary School

Kenya Certificate of Secondary Education, General Secondary Education

Kenya Certificate of Secondary Education
2018 - 2021

Work History

K

Kilimall

QA & Training Specialist

Nairobi
2024 - 2025
K

Kilimall

Customer Service Representative

Nairobi
2022 - 2024