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Derrick Magei

Derrick Magei

3D Spatial Data Associate

KENYA flag
Mombasa, Kenya
$20.00/hrExpertScale AICloudfactoryCVAT

Key Skills

Software

Scale AIScale AI
CloudFactoryCloudFactory
CVATCVAT
EncordEncord
HastyHasty
MindriftMindrift
RemotasksRemotasks

Top Subject Matter

Autonomous driving
city modeling
geospatial data

Top Data Types

3D Sensor
ImageImage
VideoVideo

Top Task Types

Segmentation
Bounding Box
Polygon
Cuboid
Object Detection
Text Generation
Classification
Entity Ner Classification
Point Key Point
Question Answering
Text Summarization
RLHF
Transcription
Evaluation Rating
Computer Programming Coding
Data Collection
Prompt Response Writing SFT
Function Calling
Fine Tuning

Freelancer Overview

3D Spatial Data Associate. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Scale AI. Education includes Bachelor of Science, Meru University of Science and Technology. AI-training focus includes data types such as 3D Sensor and labeling workflows including Segmentation.

ExpertSwahiliEnglish

Labeling Experience

Scale AI

3D Spatial Data Associate

Scale AI3D SensorSegmentation
As a 3D Spatial Data Associate at Scale AI, I executed precise 2D and 3D annotation tasks on point cloud data. My responsibilities included segmenting and identifying objects such as vehicles, buildings, and terrain using specialized software. I ensured spatial datasets met rigorous accuracy benchmarks and standard operating procedures. • Performed LiDAR annotation and segmentation on various projects including Bee, Bear, Mammoth, and Sheep. • Prepared and optimized 3D data, converting formats like CAD, BIM, and GIS. • Conducted quality control to address inconsistencies in spatial data. • Created and updated 3D city models using 2D polygon footprint conversions.

As a 3D Spatial Data Associate at Scale AI, I executed precise 2D and 3D annotation tasks on point cloud data. My responsibilities included segmenting and identifying objects such as vehicles, buildings, and terrain using specialized software. I ensured spatial datasets met rigorous accuracy benchmarks and standard operating procedures. • Performed LiDAR annotation and segmentation on various projects including Bee, Bear, Mammoth, and Sheep. • Prepared and optimized 3D data, converting formats like CAD, BIM, and GIS. • Conducted quality control to address inconsistencies in spatial data. • Created and updated 3D city models using 2D polygon footprint conversions.

2019 - 2026

Education

M

Meru University of Science and Technology

Bachelor of Science, Computer Technology

Bachelor of Science
Not specified

Work History

E

EryxLabs

Web Developer

Nairobi
2019 - Present
S

Scale AI

3D Spatial Data Associate

San Francisco
2019 - 2026