Isah M.

Key Skills

Software

Appen

Don't disclose

Scale AI

Remotasks

Top Subject Matter

NLP and text annotation guidelines

Multimodal ML dataset labeling (images, text, audio) and text classification

Legal Services & Contract Review

Top Data Types

Audio

Video

Text

Image

Document

Top Task Types

Data Collection

Classification

Freelancer Overview

Data annotator (NLP) — trained and produced high-accuracy annotations. Core strengths include Don't disclose, Scale AI, and Remotasks. Education includes Bachelor of Cyber Security, N/A (2018). AI-training focus includes data types such as Text and Image and labeling workflows including Entity (NER) and Classification.

Labeling Experience

Data annotator — multimodal labeling and ML training support

Scale AIImageClassification

Completed 500+ hours labeling multimodal datasets (images, text, and audio) for ML training using platform workflows and detailed instructions. Ranked in the top 10% for quality score on text classification tasks in 2023. Kept a low rejection rate by adhering to complex, evolving annotation guidelines. • Labeled images, text, and audio for ML training • Achieved top 10% quality ranking on text classification (2023) • Followed complex annotation guidelines to minimize rejections • Sustained QA and guideline compliance during production work

2021 - 2024

Data annotator (NLP) — trained and produced high-accuracy annotations

Don't discloseText

Trained on NLP-focused annotation guidelines and applied them to label 3,000+ samples to support ML/NLP model development. Maintained high annotation quality while following instructions precisely. Completed consistent guideline adherence and quality processes across assigned tasks. • Labeled NLP-related text samples per annotation guidelines • Achieved 94% accuracy on labeled outputs • Performed peer review and QA checks for consistency • Ensured outputs matched guideline requirements

2019 - 2021

Education

Work History