Hazrat A.

Key Skills

Software

Data Annotation Tech

Google Cloud Vertex AI

Labelbox

Label Studio

Mercor

Mindrift

Remotasks

Roboflow

Toloka

CrowdSource

CrowdFlower

CloudFactory

Dataloop

Datatroniq

Datumbox

Playment

Prodigy

Redbrick AI

Scale AI

iMerit

HiveMind

OpenCV AI Kit (OAK)

Top Subject Matter

AI-generated content quality evaluation

safety compliance

and AI model training data labeling.

Top Data Types

Text

Video

Image

Top Task Types

Classification

Object Detection

Evaluation/Rating

Transcription

Data Collection

Prompt + Response Writing (SFT)

Text Summarization

Text Generation

Segmentation

Question Answering

Red Teaming

Freelancer Overview

AI Content Evaluator & Digital Operations Specialist. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Matriculation, N/A (2022) and Intermediate, Cadet College Wana (2024). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Social Media AI Content Review & Moderation Specialist

VideoPrompt + Response Writing (SFT)

Reviewed AI-generated and user-generated social media content for safety compliance, spam detection, policy violations, and engagement quality. Evaluated captions, comments, promotional text, and short-form content to ensure alignment with platform moderation standards and community guidelines. Assisted in identifying harmful, misleading, abusive, or low-quality content while maintaining high review accuracy.

2024 - Present

E-commerce Content Optimization & Product Data Specialist

TextClassification

Managed and optimized product-related text data for e-commerce platforms including Shopify, eBay, and Etsy. Organized product categories, optimized SEO-focused descriptions, reviewed listing quality, and maintained accurate product information for improved visibility and conversion performance. Assisted in digital workflow organization, pricing review, and marketplace content management.

2023 - Present

Cybersecurity Awareness & Digital Safety Annotation Specialist

TextClassification

Reviewed and categorized digital safety-related content including phishing indicators, suspicious messages, scam-related text, unsafe links, and online security risks. Assisted in identifying harmful or misleading digital communication patterns to support safer online environments and AI safety workflows. Applied analytical review processes and accuracy-focused evaluation standards while handling cybersecurity-related text classification tasks.

2023 - Present

Data Labeling & Text Classification Specialist

TextClassification

Performed text annotation and classification tasks for AI training datasets, including sentiment analysis, intent classification, toxicity detection, relevance scoring, and language quality evaluation. Reviewed large volumes of text data while maintaining annotation consistency and accuracy according to project guidelines. Assisted in improving machine learning model performance through structured feedback and data organization.

2023 - Present

AI Content Evaluation & Response Rating Specialist

TextEvaluation/Rating

Evaluated AI-generated responses for quality, factual accuracy, relevance, grammar, clarity, and safety compliance. Compared multiple AI outputs to determine the most human-aligned and contextually accurate response. Performed response rating, error identification, hallucination detection, and content analysis to support AI model training and alignment. Maintained productivity and quality standards while following detailed annotation guidelines across multilingual content evaluation tasks.

2023 - Present

Education

Work History