Evance O.

Key Skills

Software

CloudFactory

CVAT

Dataloop

Hasty

Labelbox

Remotasks

Top Subject Matter

Computer Vision (images/videos)

Autonomous Vehicles (LIDAR and image annotation)

Geospatial Information Systems (GIS)

Top Data Types

Image

3D Sensor

Geospatial Tiled Imagery

Top Task Types

Bounding Box

Tracking

Data Collection

Polygon

Segmentation

Polyline

Cuboid

Object Detection

Text Generation

Fine-tuning

Transcription

Evaluation/Rating

Computer Programming/Coding

Freelancer Overview

Video and Image Data Annotator at Cloud Factory. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CloudFactory, Avala ai, and ArcGIS. Education includes Bachelor of Science, Jomo Kenyatta University of Agriculture and Technology (2025). AI-training focus includes data types such as Image, 3D Sensor, and Geospatial and labeling workflows including Bounding Box, Tracking, and Data Collection.

Labeling Experience

Video and Image Data Annotator at Cloud Factory

CloudFactoryImageBounding Box

You annotated image and video datasets using bounding boxes to support downstream model training. You completed large-scale labeling with high accuracy and followed annotation guidelines to ensure consistency. You prepared labeled outputs for review and delivery to the client. • Annotated over 10,000+ images and videos. • Maintained above 98% labeling accuracy. • Drew bounding boxes for visual localization. • Ensured labeled data met quality standards before submission.

2025 - 2026

LIDAR and Image Data Annotator at Avala ai

3D SensorTracking

You labeled and annotated LIDAR point cloud datasets to train autonomous vehicle algorithms. You performed frame-level tracking and annotated 2D/image data using structured visual label types. You also conducted quality checks to ensure correct annotations were delivered to the client. • Labeled LIDAR point clouds with above 95% average accuracy. • Tracked autonomous vehicle movement across frames. • Annotated 2D/image datasets using bounding boxes and polylines. • Completed review/quality checks for client delivery.

2023 - 2025

GIS Intern at KPLC

Data Collection

You supported geospatial data collection and digitization activities as part of GIS operations. You contributed to map production and spatial analysis outputs to support internal workflows. You assisted with technical reporting and visualization based on collected GIS data. • Performed GIS data collection and digitization. • Supported spatial database management. • Assisted with map production and spatial analysis. • Prepared technical reporting and visualization materials.

2024 - 2024

Education

Work History