Ryan M.

Key Skills

Software

Remotasks

Other

LabelImg

Top Subject Matter

Mapping Domain Expertise

Geospatial AI

Image Annotation

Top Data Types

Image

Text

Document

Top Task Types

Mapping

Classification

Polygon

Transcription

Data Collection

Text Generation

Segmentation

Freelancer Overview

Map Labeler / Data Annotator – Xfnite. Brings 8+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Remotasks. Education includes Bachelor of Science, Mindanao State University – Marawi City (2020). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Image and labeling workflows including Mapping and Classification.

Labeling Experience

AI Data Annotator – Remotask

RemotasksImageClassification

In my role as an AI Data Annotator at Remotask, I focused on evaluating and annotating AI-generated image outputs to improve the performance of AI systems. I adhered to rigorous project guidelines to ensure all labeled data met required accuracy standards. Continuous quality evaluation was a fundamental part of my responsibilities. • Evaluated and annotated image data for machine learning. • Followed detailed annotation instructions for AI projects. • Maintained high accuracy and quality in all labeled outputs. • Collaborated to enhance dataset consistency and reliability.

Not specified

Map Labeler / Data Annotator – Xfnite

OtherMapping

As a Map Labeler and Data Annotator for Xfnite, I performed data labeling and annotation tasks on various map-based imagery and related datasets. My main responsibility involved ensuring high-quality, consistent annotation on geospatial data to support AI and machine learning model development. I took active steps to review and correct errors for optimal annotation outcomes. • Labeled and annotated maps and datasets for AI training. • Ensured accuracy and consistency in mapping tasks. • Reviewed and modified annotations to meet quality standards. • Supported improvement of machine learning models through precise map labeling.

Not specified

Education

Work History