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Margaret Njeri

@margaretnjeri1

Detail-oriented data annotation professional specializing in high-quality dataset preparation.

Kenya
Message

What I'm looking for

I am seeking a role focused on high-quality data annotation and QA within collaborative teams, opportunities to mentor, and work that advances AI model performance.

I am a detail-oriented data annotation professional with extensive experience labeling, tagging, and organizing large datasets for machine learning and AI applications. I have annotated images, video, audio, text, 2D/3D and LiDAR data and performed QA to ensure high accuracy and consistency.

My professional background includes roles as a data annotator, image annotator, data moderator, and QA reviewer across organizations where I implemented bounding boxes, polygon annotation, classification, transcription, and defect detection. I have also mentored new employees and produced reporting and documentation to support model training and improve system performance.

I bring strong communication, problem-solving, and attention-to-detail skills, familiarity with tools such as CVAT, and a proven track record in data preprocessing, validation, and quality control that help deliver clean, well-structured datasets for AI projects.

Experience

Work history, roles, and key accomplishments

KA

Data Annotator

KEPSA | Avala AI

Jan 2024 - Oct 2024 (9 months)

Labeled images with bounding boxes, categorized text, annotated video actions/events, performed speech-to-text transcription, and executed 2D/3D and LiDAR annotations to support model training.

AT

Quality Assurance / Image Annotator

Adept Technologies

Jun 2021 - Apr 2023 (1 year 10 months)

Reviewed annotation work for QA, annotated and segmented food waste for categorization, participated in image annotation projects, and mentored new employees while QA-ing transcription tasks.

CH

Customer Representative

Capital Cuts Spa, Hurlingham

Jan 2016 - Present (9 years 9 months)

Managed client reception and bookings, handled basic accounting and billing, maintained stock lists, and followed up on orders to support daily operations.

Education

Degrees, certifications, and relevant coursework

Technical University of Kenya logoTK

Technical University of Kenya

Diploma, Journalism & Mass Communication

2016 - 2019

Completed a Diploma in Journalism & Mass Communication with coursework covering media practices, reporting, and communications.

IC

IATA Computer College

Certificate, Computer Applications

2015 - 2015

Completed coursework in computer packages, covering fundamental computer applications and office software.

MS

Muthurwa Girls High School

Kenya Certificate of Secondary Education (KCSE), General Secondary Education

2012 - 2015

Attended secondary school and obtained the Kenya Certificate of Secondary Education (KCSE).

Tech stack

Software and tools used professionally

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Margaret Njeri - Data Moderator - iSON Xperiences | Himalayas