Effizzy N.

Key Skills

Software

Appen

Clickworker

CrowdSource

Data Annotation Tech

Google Cloud Vertex AI

Scale AI

Roboflow

OneForma

Mindrift

Micro1

Mercor

Dataturk

Doccano

Deep Systems

Top Subject Matter

Medical Records & Patient Data

Customer Support

Product Categorization & Customer Support

Top Data Types

Image

Video

Text

Top Task Types

Data Collection

Evaluation/Rating

Transcription

Fine-tuning

Red Teaming

Text Summarization

Text Generation

Object Detection

Segmentation

Classification

Bounding Box

Polygon

Question Answering

Freelancer Overview

AI annotation specialist with 1+ year hands-on experience across multiple leading AI training platforms (Atlas Capture AI, Micro1, Scale AI, Outlier AI, Appen). Expert at detecting visual-text discrepancies, evaluating AI-generated captions and descriptions with exceptional precision, and producing grammatically accurate written content. Consistently maintain 98%+ quality on large-scale annotation projects while meeting daily throughput targets. Strong foundation in detailed content analysis from 6 years evaluating complex materials with rigorous attention to detail. Remote-based, reliable, and platform-agnostic—rapidly adapt to new annotation systems and workflows.

Labeling Experience

Atlas Capture Ai _ Ai Content Annotation

VideoText Generation

Evaluate and analyze AI-generated content, captions, and descriptions across Atlas Capture AI. Detect visual-text discrepancies, hallucinations, and omissions. Produce clear, grammatically correct rewritten captions and descriptions. Apply professional judgment against detailed project guidelines. Maintain 98%+ accuracy on large-scale annotation tasks while meeting daily throughput targets.

2025 - 2025

Education

Work History