Brian Mundia
@brianmundia
Detail-oriented Data Annotator with 5+ years of experience.
What I'm looking for
I am a detail-oriented Data Annotator with over 5 years of experience specializing in AI training data labeling, image segmentation, text categorization, and video/audio annotation. My expertise lies in using tools such as CVAT, Label Studio, and Adobe Photoshop, which has allowed me to contribute significantly to the accuracy and quality of data used in machine learning applications.
Currently, I serve as a Senior Data Annotator at NexaVision AI Solutions, where I lead a team of junior annotators and ensure high-quality annotations that enhance computer vision models. My previous roles have equipped me with a strong foundation in quality assurance, where I consistently achieved a 98%+ accuracy rate in AI training datasets. I thrive in fast-paced remote environments and am adept at following complex annotation guidelines to deliver high-quality labeled data.
Experience
Work history, roles, and key accomplishments
Senior Data Annotator
NexaVision AI Solutions
Jan 2023 - Present (2 years 4 months)
Annotate high-volume image, video, and text data using CVAT, Label Studio, and proprietary AI software. Lead a team of junior annotators, ensuring high annotation quality and conducting quality assurance checks to improve ML model accuracy.
Data Annotation Specialist
VisionTrack Analytics
Nov 2020 - Dec 2022 (2 years 1 month)
Labeled medical and autonomous vehicle datasets, ensuring precise object detection and segmentation. Coordinated with data science teams to refine annotation guidelines and achieved a 98%+ accuracy rate for AI training datasets.
Data Annotator (Computer Vision & NLP)
DeepMind Africa Labs
Sep 2019 - Oct 2020 (1 year 1 month)
Tagged and classified social media sentiment data for NLP-based AI models. Conducted bounding box and instance segmentation annotations for image classification projects, improving voice recognition AI performance.
Junior Data Labeling Analyst
SmartAI Data Systems
Jul 2018 - Aug 2019 (1 year 1 month)
Annotated satellite images for geospatial AI projects and performed sentiment tagging for chatbot training data. Assisted in automated error detection, refining annotation workflows and improving efficiency.
Data Entry & Annotation Intern
AI Insight Lab
Jan 2018 - Jun 2018 (5 months)
Handled text annotation and document classification for AI-driven search engines. Participated in team training sessions and maintained error-free labeling logs to improve dataset consistency.
Education
Degrees, certifications, and relevant coursework
AI Africa Academy
Certified Data Annotator, Data Annotation
2022 - 2022
Achieved certification in Data Annotation with a focus on AI & ML training data, enhancing skills in data labeling and quality assurance.
Udemy
Advanced Course, Computer Vision & NLP
2021 - 2021
Completed an advanced course in Computer Vision & NLP Annotation, gaining expertise in annotation techniques for AI models.
University of Nairobi
Bachelor's Degree, Data Science & AI
2017 - 2021
Completed a Bachelor's Degree in Data Science & AI, focusing on data analysis, machine learning, and artificial intelligence applications.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
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