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Ricka G

@rickag

AV/ADAS data annotator at CloudFactory who validated datasets and corrected inconsistencies for autonomous vehicle workflows.

Kenya

Message

At CloudFactory, I processed and validated datasets against structured SOP workflows, corrected inconsistencies, and maintained accuracy and consistency with annotation guidelines.

At Sama (Samasource), I annotated 2D and 3D LiDAR datasets for autonomous vehicle systems, including object detection, semantic segmentation, and cuboid labeling. I’ve also supported invoice tracking and reconciliation as a freelance finance and accounting support professional, and built backend systems using Python and REST APIs during my ALX Software Engineering Internship.

Experience

Work history, roles, and key accomplishments

Finance & Accounting Support

Freelance

Jan 2023 - Jan 2026 (3 years)

Supported invoice tracking, reconciliation, and financial record organization. Assisted in preparing structured financial summaries for reporting use.

Invoice Tracking Reconciliations Data Validation Financial Records Management Reporting Documentation

AI Data Annotator

CloudFactory

Sep 2024 - Dec 2025 (1 year 3 months)

Processed and validated large-scale datasets following structured SOP workflows. Ensured accuracy, consistency, and adherence to annotation guidelines.

Data Validation Annotation Guidelines Quality Assurance Remote Work

AI Data Annotator / Trainer

Sama (Samasource)

Jan 2023 - Aug 2024 (1 year 7 months)

Annotated 2D and 3D LiDAR datasets for autonomous vehicle systems with high accuracy standards. Performed object detection, semantic segmentation, and cuboid labeling based on strict AV taxonomies.

LIDAR Point Cloud Labeling 2D 3D Bounding Boxes Cuboids Semantic Segmentation Taxonomy Based Classification Quality Assurance

Software Engineering Intern

ALX

Jan 2023 - Present (3 years 8 months)

Completed training in software engineering fundamentals including APIs, databases, Git, and Linux. Built backend systems using Python and REST APIs during specialization phase.

Python REST APIs Git Linux Databases Fullstack Development