Elelwani M.

Key Skills

Software

Clickworker

Mindrift

Micro1

Scale AI

Toloka

Telus

Top Subject Matter

AI model training data and LLM evaluation support

AI-assisted content verification and quality control

Content review and quality assurance for broadcast media

Top Data Types

Text

Image

Document

Top Task Types

Classification

Evaluation/Rating

Prompt + Response Writing (SFT)

Bounding Box

Text Generation

Object Detection

Question Answering

Text Summarization

Red Teaming

Transcription

RLHF

Data Collection

Freelancer Overview

Freelancer - Remote (AI data annotation and content review support). Brings 9+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other. Education includes Bachelor of Arts, University of Johannesburg (2014) and National Senior Certificate, Mudinane Secondary School (2010). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Contributor (Outlier) - Remote (AI data annotation and content review support)

OtherTextClassification

Provided microtasks and labeling to train and improve AI models using detailed project guidelines. Performed data verification and categorization to ensure reliable outputs for model improvement. Delivered consistent annotations designed to enhance LLM reasoning and response quality. • Completed microtasks and labeling projects for AI training • Conducted fact-checking and data verification • Categorized and audited data for consistency • Followed complex task instructions to maintain quality

2024 - Present

English Content Writer (Love Savings Group) - Remote

OtherText

Fact-checked and proofread AI-supported written content to ensure accuracy and consistency before publication. Audited content for errors, inconsistencies, and irrelevant outputs while refining clarity and overall quality. Managed structured content inputs in reporting-oriented systems to support quality control workflows. • Fact-checked and edited AI-supported content • Audited text for inaccuracies and inconsistencies • Improved clarity, relevance, and brand-aligned quality • Managed structured data within content management systems

2022 - 2024

Media Broadcast Scanner (Newsclip Media Monitoring)

OtherText

Reviewed, summarized, and quality-checked large volumes of broadcast content for accuracy, consistency, and relevance. Performed accessibility and reliability improvements by validating and refining content presented to clients. Worked under tight deadlines while maintaining reporting quality through structured review. • Reviewed and summarized broadcast media • Quality-checked content for accuracy and relevance • Ensured consistency under strict timelines • Improved client-facing accessibility and reliability

2018 - 2023

Education

Work History