Nur Azniah

Key Skills

Software

Anno-Mage

Appen

CrowdFlower

CrowdSource

Data Annotation Tech

Figure Eight

Lionbridge

Mindrift

OneForma

Remotasks

Toloka

Telus

V7 Labs

Other

Scale AI

Clickworker

Top Subject Matter

Machine Learning

LLM Evaluation in English and Indonesia

AI training in Retail and eCommerce, Technology, Telecommunications, education

Top Data Types

Image

Text

Video

Top Task Types

Prompt + Response Writing (SFT)

Question Answering

Routing

Segmentation

Translation/Localization

Freelancer Overview

With a robust background in data annotation for AI training, I have managed and executed a wide range of projects to enhance machine learning models. At Appen, I handled over 30 projects involving meticulous data annotation, including image, video, and text data, ensuring high-quality inputs for AI model development. My freelance work with Pactera involved translating and annotating English to Indonesian content, which contributed to accurate and contextually relevant training data. Additionally, my role in evaluating and annotating educational content for Lionbridge and transcribing audio for Gotranscript further refined my skills in creating precise and effective datasets. This extensive experience underscores my ability to deliver high-quality annotated data essential for training and optimizing AI systems.

Labeling Experience

Voice Conversion Quality Assessment

TolokaAudioSegmentationClassification

Conducted quality assessments for voice conversion projects, focusing on evaluating and classifying the performance of voice conversion algorithms. Tasks included listening to and analyzing audio samples to assess voice fidelity, naturalness, and clarity post-conversion. The work involved detailed evaluation criteria to ensure that converted voices closely matched target attributes and maintained high audio quality. Provided actionable feedback for algorithm improvement and adhered to rigorous quality standards to enhance overall system performance.

Conducted quality assessments for voice conversion projects, focusing on evaluating and classifying the performance of voice conversion algorithms. Tasks included listening to and analyzing audio samples to assess voice fidelity, naturalness, and clarity post-conversion. The work involved detailed evaluation criteria to ensure that converted voices closely matched target attributes and maintained high audio quality. Provided actionable feedback for algorithm improvement and adhered to rigorous quality standards to enhance overall system performance.

2024

AI-Generated Image Classification

TolokaImageSegmentationClassification

Worked on AI-generated image classification projects using the Toloka AI platform, focusing on annotating images for enhanced model training. Tasks included classifying images into specific categories and applying segmentation to delineate and highlight distinct features within images. This annotation was vital for developing and refining computer vision models, improving their ability to accurately recognize and interpret visual data. Ensured high-quality results by following precise guidelines and quality control measures.

Worked on AI-generated image classification projects using the Toloka AI platform, focusing on annotating images for enhanced model training. Tasks included classifying images into specific categories and applying segmentation to delineate and highlight distinct features within images. This annotation was vital for developing and refining computer vision models, improving their ability to accurately recognize and interpret visual data. Ensured high-quality results by following precise guidelines and quality control measures.

2024

Web Novel Translation and Annotation

OtherTextText SummarizationTranslation Localization

Worked as a freelance translator for Pactera EDGE, focusing on translating and annotating web novel content from English to Indonesian. The project involved translating serialized novel chapters while preserving the narrative style, tone, and cultural nuances. Additionally, performed text classification to categorize chapters and themes, and summarized key plot points to facilitate easier navigation and understanding for Indonesian readers. Ensured high-quality translations through meticulous attention to detail and iterative reviews.

Worked as a freelance translator for Pactera EDGE, focusing on translating and annotating web novel content from English to Indonesian. The project involved translating serialized novel chapters while preserving the narrative style, tone, and cultural nuances. Additionally, performed text classification to categorize chapters and themes, and summarized key plot points to facilitate easier navigation and understanding for Indonesian readers. Ensured high-quality translations through meticulous attention to detail and iterative reviews.

2022 - 2023

Face Recognition Image Annotation

CrowdsourceImageBounding BoxClassification

Engaged in face recognition image annotation through a crowdsourcing initiative using the Appen tool. The project involved annotating facial images by drawing bounding boxes around faces, classifying facial features, and tagging identities to assist in training and improving face detection and recognition algorithms. Ensured accuracy and consistency by following detailed annotation guidelines and conducting thorough quality checks. The use of crowdsourcing allowed for scaling up the annotation process efficiently while maintaining high standards.

Engaged in face recognition image annotation through a crowdsourcing initiative using the Appen tool. The project involved annotating facial images by drawing bounding boxes around faces, classifying facial features, and tagging identities to assist in training and improving face detection and recognition algorithms. Ensured accuracy and consistency by following detailed annotation guidelines and conducting thorough quality checks. The use of crowdsourcing allowed for scaling up the annotation process efficiently while maintaining high standards.

2019 - 2023

Social Media Evaluator

AppenVideoRelationshipClassification

Performed detailed content moderation across various social media platforms, ensuring adherence to community guidelines and standards. This involved reviewing user-generated content, including text, images, and videos, to identify and address inappropriate, harmful, or policy-violating material. My role included flagging or removing offensive content, enforcing platform policies, and providing feedback to improve content guidelines. The focus was on maintaining a safe and respectful online environment while enhancing the overall user experience.

Performed detailed content moderation across various social media platforms, ensuring adherence to community guidelines and standards. This involved reviewing user-generated content, including text, images, and videos, to identify and address inappropriate, harmful, or policy-violating material. My role included flagging or removing offensive content, enforcing platform policies, and providing feedback to improve content guidelines. The focus was on maintaining a safe and respectful online environment while enhancing the overall user experience.

2011 - 2023

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Education

Work History