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Ken M

Ken M

AI Trainer & Data Annotator

Canada flagToronto, Canada
$30.00/hrExpertOtherAppenLabel Studio

Key Skills

Software

Other
AppenAppen
Label StudioLabel Studio
Micro1
MercorMercor
MindriftMindrift
OneFormaOneForma
RemotasksRemotasks
Scale AIScale AI
SuperAnnotateSuperAnnotate
TelusTelus
CVATCVAT
LabelboxLabelbox

Top Subject Matter

Generalist Expert
Audio & Video Data Annotator
Speech and Language Data Annotator

Top Data Types

VideoVideo
TextText
AudioAudio

Top Task Types

Emotion Recognition
Prompt Response Writing SFT
RLHF
Classification
Text Generation
Text Summarization
Evaluation Rating
Transcription
Red Teaming
Fine Tuning
Question Answering
Data Collection
Computer Programming Coding

Freelancer Overview

AI Trainer & Data Annotator. Brings 15+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include AI Model training. Education includes Bachelor of Science, United States International University (2012). AI-training focus includes data types such as Audio and labelling workflows including Emotion Recognition as well as rating and grading videos and images generated by AI according to detailed rubrics.

ExpertEnglishSwahili

Labeling Experience

Data Annotator

OtherAudioClassification
As a freelance AI Trainer and Data Annotator, I annotated English audio recordings and analyzed speech characteristics such as tone, pace, and pronunciation. I contributed to crafting and reviewing prompts and responses to facilitate AI model learning. I performed grading and evaluation of videos and images generated by AI, following detailed project guidelines and rubrics. • Evaluated and ranked AI responses to enhance model accuracy in various contexts. • Tested AI models for inaccuracies and biases for quality assurance. • Consistently met deadlines and quality targets in line with project requirements. • Maintained attention to detail while performing repetitive labeling and annotation tasks.

As a freelance AI Trainer and Data Annotator, I annotated English audio recordings and analyzed speech characteristics such as tone, pace, and pronunciation. I contributed to crafting and reviewing prompts and responses to facilitate AI model learning. I performed grading and evaluation of videos and images generated by AI, following detailed project guidelines and rubrics. • Evaluated and ranked AI responses to enhance model accuracy in various contexts. • Tested AI models for inaccuracies and biases for quality assurance. • Consistently met deadlines and quality targets in line with project requirements. • Maintained attention to detail while performing repetitive labeling and annotation tasks.

2022 - Present

Image Evaluator

ImageObject Detection
I looked at images generated by AI LLM models to see if they were aesthetically pleasing, if they had errors such as human beings with 6 fingers and if I actually liked the general theme of the picture generated.

I looked at images generated by AI LLM models to see if they were aesthetically pleasing, if they had errors such as human beings with 6 fingers and if I actually liked the general theme of the picture generated.

2025 - 2026

Generalist Expert

VideoRLHF
Watching AI generated videos that had sound and giving my opinion on what I thought about them. Rating the video for accuracy, sound/music relevance to video, whether the videos had errors or not. Rating the video according to given guidelines.

Watching AI generated videos that had sound and giving my opinion on what I thought about them. Rating the video for accuracy, sound/music relevance to video, whether the videos had errors or not. Rating the video according to given guidelines.

2025 - 2026

Generalist

TextPrompt Response Writing SFT
Rating, editing and rewriting AI model prompt responses according to rubrics and project guidelines given.

Rating, editing and rewriting AI model prompt responses according to rubrics and project guidelines given.

2024 - 2026

Education

U

United States International University

Bachelor of Science, Business Administration

Bachelor of Science
2008 - 2012

Work History

W

Wentworth Enterprises

Operations and Business Development Manager

Nairobi
2013 - 2024
U

UN World Food Programme

Field Research Assistant

Nairobi
2010 - 2010