Rale M.

Key Skills

Software

Other

Internal/Proprietary Tooling

Top Subject Matter

Geospatial mapping (roads, lanes, signs, curbs and related map features)

Video risk/hazard annotation for AI image recognition

Legal Services & Contract Review

Top Data Types

Video

Image

Text

Top Task Types

Mapping

Classification

Freelancer Overview

Map Annotation Specialist — Xinfinite. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Central Philippine University (2019). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Video and labeling workflows including Mapping and Classification.

Labeling Experience

Map Annotation Specialist — Xinfinite

OtherMapping

Worked as a Map Annotation Specialist labeling and validating 2D/3D geospatial features such as roads, lanes, signs, curbs, and related map elements. Ensured annotations match real-world geometry and conform to established mapping schemas and classification rules. Completed semantic labeling and feature classification for machine learning map datasets. • Labeled and validated 2D/3D geospatial map features • Performed QA reviews to maintain consistency, precision, and completeness • Used and refined GIS/map annotation tools and editors (e.g., QGIS/ArcGIS) • Documented edge cases and reported labeling pipeline/tooling improvements

2026 - Present

Image Data Analyst — Reed Elsevier

OtherVideoClassification

Annotated risk and hazards in video images by labeling categories and marking data intended to train AI for image recognition. Conducted quality-focused annotation using artificial intelligence to support dataset accuracy and relevance. Produced labeled outputs to reflect appropriate classes for downstream AI model training. • Labeled video frames/images with risk and hazard categories • Marked data for AI image recognition training • Performed AI-assisted quality annotation • Ensured labels support consistent dataset creation

2023 - 2024

Education

Work History