Abdi Huqa

Key Skills

Software

CloudFactory

CVAT

Label Studio

Mercor

OneForma

Hasty

Labelbox

Remotasks

Sama

Top Subject Matter

Computer Vision

AI/ML Data Annotation

Top Data Types

3D Sensor

Image

Video

Top Task Types

Segmentation

Bounding Box

Polygon

Polyline

Transcription

Cuboid

Classification

Freelancer Overview

2D & 3D Data Annotator | Avala AI. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and CloudFactory. Education includes Bachelor of Information Technology, Multimedia University of Kenya (2024). AI-training focus includes data types such as 3D Sensor and Image and labeling workflows including Segmentation and Bounding Box.

Labeling Experience

2D & 3D Data Annotator | Avala AI

3D SensorSegmentation

As a 2D & 3D Data Annotator at Avala AI, I analyzed and processed complex 2D and 3D datasets including LiDAR and video data. I ensured rigorous data quality assurance and rectified inconsistencies to meet strict specifications. Collaboration with project managers helped refine datasets for advanced computer vision model training. • Conducted segmentation and object detection on multi-modal 2D/3D data using Avala’s proprietary AI platform. • Performed in-depth reviews for data accuracy, consistency, and completeness. • Documented and resolved discrepancies, supporting robust model training pipelines. • Consistently exceeded key performance indicators for data throughput and precision.

As a 2D & 3D Data Annotator at Avala AI, I analyzed and processed complex 2D and 3D datasets including LiDAR and video data. I ensured rigorous data quality assurance and rectified inconsistencies to meet strict specifications. Collaboration with project managers helped refine datasets for advanced computer vision model training. • Conducted segmentation and object detection on multi-modal 2D/3D data using Avala’s proprietary AI platform. • Performed in-depth reviews for data accuracy, consistency, and completeness. • Documented and resolved discrepancies, supporting robust model training pipelines. • Consistently exceeded key performance indicators for data throughput and precision.

2024 - Present

Data Annotator | CloudFactory

CloudfactoryImageBounding Box

As a Data Annotator at CloudFactory, I validated and annotated large image and video datasets for client-specific machine learning projects. My responsibilities included detailed quality control to ensure high integrity and identifying edge cases for workflow refinement. I adapted rapidly to multiple workflows and annotation tools under shifting project demands. • Performed bounding box and classification annotation for AI/ML datasets. • Executed quality checks to maintain high dataset reliability. • Reported anomalies and complex edge cases to team supervisors. • Successfully contributed to diverse annotation projects both remotely and on-site, meeting productivity standards.

As a Data Annotator at CloudFactory, I validated and annotated large image and video datasets for client-specific machine learning projects. My responsibilities included detailed quality control to ensure high integrity and identifying edge cases for workflow refinement. I adapted rapidly to multiple workflows and annotation tools under shifting project demands. • Performed bounding box and classification annotation for AI/ML datasets. • Executed quality checks to maintain high dataset reliability. • Reported anomalies and complex edge cases to team supervisors. • Successfully contributed to diverse annotation projects both remotely and on-site, meeting productivity standards.

2023 - 2025

Education

Work History