Margaret Njeri
@margaretnjeri1
Detail-oriented data annotation professional specializing in high-quality dataset preparation.
What I'm looking for
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
Data Moderator
iSON Xperiences
Dec 2024 - Aug 2025 (8 months)
Reviewed and filtered content, validated data accuracy, performed classification and tagging, and produced reports and documentation to maintain dataset quality for ML workflows.
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.
Research Assistant
Research Plus Africa
Jul 2023 - Oct 2023 (3 months)
Conducted market research, performed data entry and analysis, prepared reports, and handled outbound customer calls to support research projects and client engagement.
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.
Data Annotator
Cloud Factory
Feb 2021 - Jun 2021 (4 months)
Performed bounding box and polygon annotation, image classification, and defect detection to prepare labeled datasets for computer vision applications.
Journalism Intern
Kenya Broadcasting Corporation
Sep 2020 - Feb 2021 (5 months)
Collected, verified, and analyzed newsworthy information, wrote and delivered stories for publication/broadcast, and adhered to journalism ethics and editorial standards.
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
Diploma, Journalism & Mass Communication
2016 - 2019
Completed a Diploma in Journalism & Mass Communication with coursework covering media practices, reporting, and communications.
IATA Computer College
Certificate, Computer Applications
2015 - 2015
Completed coursework in computer packages, covering fundamental computer applications and office software.
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
Availability
Location
Authorized to work in
Job categories
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