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Azka Gillani

Azka Gillani

Compliance and Marketing Specialist - Regulatory Processes

UNITED_KINGDOM flag
SLOUGH, United Kingdom
$20.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

No subject matter listed

Top Data Types

VideoVideo
ImageImage

Top Label Types

Question Answering
Text Generation
Object Detection
Action Recognition
Tracking
Text Summarization

Freelancer Overview

I have hands‑on experience in AI training data and data labelling, particularly through tasks that require generating high‑quality prompts, writing human‑like responses, and evaluating model outputs with precision. My work has involved assessing AI reasoning, ranking responses based on clarity and correctness, and providing detailed justifications aligned with strict quality rubrics. This has strengthened my ability to identify hallucinations, ensure factual accuracy, and maintain consistency across large datasets—skills that are essential for training reliable, safe, and high‑performing AI systems. What sets me apart is my strong analytical mindset, multilingual communication skills, and background in compliance and documentation, which naturally translate into meticulous attention to detail. I’m comfortable working with complex instructions, adapting to evolving task guidelines, and producing data that meets high standards of accuracy and naturalness. My experience across diverse domains—customer service, education support, business development, and content evaluation—gives me a unique ability to understand user intent and create training data that reflects real‑world language and behavior.

Entry LevelEnglishUrdu

Labeling Experience

OUTLIER MULTIMANGO

OtherImageQuestion AnsweringText Generation
Outlier’s Multimango project involved producing and evaluating large volumes of high‑quality training data for AI models. My work included creating natural user prompts, writing clear and accurate human‑like responses, and performing detailed labelling tasks such as ranking AI outputs, identifying errors, and providing justification based on strict evaluation rubrics. The project operated at scale, with thousands of tasks requiring consistency, accuracy, and adherence to quality and safety guidelines. Throughout the project, I maintained strong attention to detail, followed structured scoring frameworks, and ensured every submission met Outlier’s standards for clarity, correctness, and natural language authenticity.

Outlier’s Multimango project involved producing and evaluating large volumes of high‑quality training data for AI models. My work included creating natural user prompts, writing clear and accurate human‑like responses, and performing detailed labelling tasks such as ranking AI outputs, identifying errors, and providing justification based on strict evaluation rubrics. The project operated at scale, with thousands of tasks requiring consistency, accuracy, and adherence to quality and safety guidelines. Throughout the project, I maintained strong attention to detail, followed structured scoring frameworks, and ensured every submission met Outlier’s standards for clarity, correctness, and natural language authenticity.

2025

OUTLIER MULTIMANGO

OtherVideoQuestion AnsweringText Generation
I worked on Outlier’s Multimango task, where my role involved creating natural, human‑sounding prompts and writing high‑quality responses that reflected how real users communicate. I also evaluated and ranked AI‑generated answers, assessing their clarity, accuracy, reasoning, and overall usefulness. This meant comparing multiple responses, identifying which one demonstrated the strongest logic, and explaining why. I followed detailed rubrics to ensure my evaluations were consistent and aligned with project standards. Overall, the task required strong writing skills, critical thinking, and the ability to judge the quality of AI behaviour to help improve model performance.

I worked on Outlier’s Multimango task, where my role involved creating natural, human‑sounding prompts and writing high‑quality responses that reflected how real users communicate. I also evaluated and ranked AI‑generated answers, assessing their clarity, accuracy, reasoning, and overall usefulness. This meant comparing multiple responses, identifying which one demonstrated the strongest logic, and explaining why. I followed detailed rubrics to ensure my evaluations were consistent and aligned with project standards. Overall, the task required strong writing skills, critical thinking, and the ability to judge the quality of AI behaviour to help improve model performance.

2025

Education

O

Open University

Bachelor of Science, Marketing and Business Management

Bachelor of Science
2022 - 2025
T

The Langley Academy

A-level, Health and Social Care, Business, Sociology

A-level
2019 - 2021

Work History

T

TVSSCS

Vetting and Compliance Officer

Slough
2021 - Present
L

La Dante

Marketing Administrative Assistant Intern

Cambridge
2024 - 2024