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Robert Mutugi

AI Training & Data Annotation Specialist | Multimodal, 3D & QA Expert

KENYA flag
Nairobi, Kenya
$20.00/hrExpertDataloopRemotasksClickworker

Key Skills

Software

DataloopDataloop
RemotasksRemotasks
ClickworkerClickworker
CloudFactoryCloudFactory

Top Subject Matter

Multimodal AI – Video, Image, Text & Audio Annotation
Autonomous Systems – Computer Vision & 3D/LiDAR Data

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Bounding Box
Segmentation
Cuboid
Text Generation
Object Detection
Classification
Polygon

Freelancer Overview

Freelance Graphic Designer. Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Certificate, Alx (2025) and Certificate, LinkedIn Learning (2022).

ExpertEnglish

Labeling Experience

AI Data Annotator – 3D Cuboid (Autonomous Vehicles)

VideoCuboid
I worked on a large-scale video annotation project supporting self-driving car technology, where I labeled real-world road scenes using 3D cuboids. My role involved identifying and annotating objects like vehicles, pedestrians, cyclists, and traffic signs across thousands of video frames in both urban and highway environments. I focused on keeping annotations accurate and consistent across frames, even in challenging situations like occlusions or busy traffic. By following detailed guidelines and quality checks, I helped create reliable training data that improves how autonomous systems understand and respond to real-world conditions.

I worked on a large-scale video annotation project supporting self-driving car technology, where I labeled real-world road scenes using 3D cuboids. My role involved identifying and annotating objects like vehicles, pedestrians, cyclists, and traffic signs across thousands of video frames in both urban and highway environments. I focused on keeping annotations accurate and consistent across frames, even in challenging situations like occlusions or busy traffic. By following detailed guidelines and quality checks, I helped create reliable training data that improves how autonomous systems understand and respond to real-world conditions.

2020 - 2024

Education

A

Alx

Certificate, Data Analytics

Certificate
2025 - 2025
L

LinkedIn Learning

Certificate, Graphic Design

Certificate
2016 - 2022

Work History

I

Intercen Books

Co-founder & Volunteer

Kisumu
2016 - Present
S

Self-Employed

Freelance Graphic Designer

Nairobi County
2015 - Present