Edwin I.

Key Skills

Software

Other

Top Subject Matter

AI training and data annotation (generalist)

AI training via video annotation and quality assurance

AI training via audio annotation

Top Data Types

Text

Video

Audio

Image

Document

Top Task Types

Classification

Action Recognition

Transcription

Object Detection

Freelancer Overview

Freelance Generalist AI Trainer / Data Annotation Specialist (Remote). Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Master of Science, Anglia Ruskin University (2024) and RQF Level 6 Qualification, United Kingdom National Information Centre for Qualification and Skills (2023). AI-training focus includes data types such as Text, Video, and Audio and labeling workflows including Classification, Action Recognition, and Transcription.

Labeling Experience

Freelance Generalist AI Trainer / Data Annotation Specialist (Remote)

OtherImageObject Detection

Completed image annotation and labeling tasks to support AI training. Labeled image datasets according to platform guidelines and quality standards. Performed quality checks and validation work to improve consistency and usability of the labeled outputs. • Image labeling across datasets • Followed project rules and quality standards • Validated annotations for accuracy • Improved consistency of labeled data

2023 - Present

Freelance Generalist AI Trainer / Data Annotation Specialist (Remote)

OtherAudioTranscription

Delivered freelance AI training support involving audio annotation for remote platforms. Produced labeled audio data outputs in accordance with quality standards and project instructions. Performed validation and quality checks to ensure accuracy and dataset usability. • Audio annotation for AI training tasks • Followed annotation guidelines and quality benchmarks • Basic validation to improve label consistency • Ensured labeled data meets platform requirements

2023 - Present

Freelance Generalist AI Trainer / Data Annotation Specialist (Remote)

OtherVideoAction Recognition

Performed video annotation as part of AI training tasks on remote freelance engagements. Applied project guidelines to generate accurate labels for supervised learning datasets. Conducted basic validation and quality checks to improve consistency across labeled samples. • Video annotation with accuracy and guideline compliance • Quality standards adherence for labeled datasets • Basic analysis/validation to improve usability • Ensured consistent labeling across tasks

2023 - Present

Freelance Generalist AI Trainer / Data Annotation Specialist (Remote)

OtherTextClassification

Provided generalist AI trainer support and data annotation for multiple AI platforms. Completed structured labeling tasks for content categorization and annotation support. Performed quality checks to ensure labeled outputs were accurate and consistent with project guidelines. • Text annotation and structured labeling support • Content categorization and Aether-related assignments • Validation and consistency checks for usability • Followed platform instructions and quality standards

2023 - Present

Education

Work History