Edwin M.

Key Skills

Software

Don't disclose

Top Subject Matter

Machine learning / AI dataset labeling

Data verification and dataset preparation

Top Data Types

Text

Image

Top Task Types

Classification

Freelancer Overview

Freelance / Remote Data Labeller (Text Annotation). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Multimedia University (2018). AI-training focus includes data types such as Text and Image and labeling workflows including Classification and Entity (NER).

Labeling Experience

Freelance / Remote Data Labeller (Image Annotation)

Don't discloseImageClassification

Annotated and labeled image data to support machine learning and AI model training. Applied the given annotation guidelines and labeling instructions to ensure uniform outputs. Conducted quality checks and worked with teams to refine labeling workflows and maintain accuracy. • Labeled images consistently following detailed instructions. • Ensured high-quality annotation results through verification steps. • Performed quality assurance to reduce labeling errors. • Delivered work on time while maintaining productivity expectations.

2023 - Present

Freelance / Remote Data Labeller (Text Annotation)

Don't discloseTextClassification

Performed accurate text annotation and categorization to support machine learning and AI model training. Followed provided labeling guidelines and instructions while maintaining high quality and consistency across the dataset. Completed quality checks and collaborated with teams to improve labeling processes and meet project requirements. • Annotated and labeled text data according to task instructions. • Ensured consistent labeling quality and adherence to guidelines. • Performed quality assurance checks to maintain accuracy. • Met deadlines and productivity targets for remote freelance work.

2023 - Present

Freelance Data Entry Specialist (Dataset Verification)

Don't discloseText

Managed and organized large datasets with a focus on accuracy and data integrity for downstream use. Conducted web research and data verification to ensure consistency and correctness. Completed tasks within deadlines while maintaining reliable dataset quality. • Organized and maintained large datasets accurately. • Performed web research and fact-checking to verify information. • Ensured data integrity, consistency, and correctness. • Delivered quality results within established timelines.

2021 - 2023

Education

Work History