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James Gakunya

James Gakunya

Multilingual Audio Annotator and Linguistic Analyst

Kenya flagNairobi, Kenya
$18.00/hrExpertLabel StudioClickworkerCVAT

Key Skills

Software

Label StudioLabel Studio
ClickworkerClickworker
CVATCVAT
iMeritiMerit
MercorMercor
OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
LabelboxLabelbox

Top Subject Matter

Multilingual speech
Prosody Domain Expertise
accent variation

Top Data Types

AudioAudio
VideoVideo
TextText

Top Task Types

TranscriptionTranscription
Bounding BoxBounding Box
PolygonPolygon
SegmentationSegmentation
Object DetectionObject Detection
Question AnsweringQuestion Answering
RLHFRLHF
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Evaluation/RatingEvaluation/Rating
ClassificationClassification
Data CollectionData Collection
Point/Key PointPoint/Key Point

Freelancer Overview

Multilingual Audio Annotator and Linguistic Analyst. Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Arts, Kenyatta University (2020) and Bachelor of Education, Kenyatta University (2006). AI-training focus includes data types such as Audio and labeling workflows including Transcription.

ExpertEnglishFrenchSwahili

Labeling Experience

Multilingual Audio Annotator and Linguistic Analyst

AudioTranscription
I performed multilingual audio annotation and linguistic analysis focusing on spontaneous speech in English and Swahili. My work involved annotating transcripts with details on prosody, disfluency, accent variation, and code-switching phenomena. I utilized a custom markup system to tag features relevant for AI model training and quality linguistic analysis. • Annotated natural spontaneous and mixed-language audio data including disfluency and accent features. • Applied specialized tags to distinguish prosodic and pragmatic functions, such as rising intonation, stress, and regional accent markers. • Made nuanced annotation decisions on phonological transfer, regional accent features, and genuine disfluency, crucial to high-quality AI speech data. • Provided detailed annotator notes explaining ambiguous cases and maintained rigorous annotation methodology.

I performed multilingual audio annotation and linguistic analysis focusing on spontaneous speech in English and Swahili. My work involved annotating transcripts with details on prosody, disfluency, accent variation, and code-switching phenomena. I utilized a custom markup system to tag features relevant for AI model training and quality linguistic analysis. • Annotated natural spontaneous and mixed-language audio data including disfluency and accent features. • Applied specialized tags to distinguish prosodic and pragmatic functions, such as rising intonation, stress, and regional accent markers. • Made nuanced annotation decisions on phonological transfer, regional accent features, and genuine disfluency, crucial to high-quality AI speech data. • Provided detailed annotator notes explaining ambiguous cases and maintained rigorous annotation methodology.

Present

Education

K

Kenyatta University

Master of Arts, Applied Linguistics

Master of Arts
2016 - 2020
K

Kenyatta University

Bachelor of Education, English and Linguistics

Bachelor of Education
2002 - 2006

Work History

F

Freelancer

Copywriter – Language & Content Specialist

Nairobi
2012 - 2021
O

Our Lady of Fatima High School

High School Languages Teacher

Nairobi
2008 - 2011