I am an AI trainer and LLM training contributor specializing in data annotation, AI output evaluation, prompt engineering, and content moderation. I help improve multilingual AI quality through rigorous guideline-based labeling, linguistic review, and quality assurance for both text and multimodal datasets. I bring PhD-qualified research expertise in qualitative analysis and media/communication evaluation, and I work effectively in remote environments. Fluent in English, Urdu, and Pashto, I support multilingual content development, localization/translation support, and SEO/academic/news writing with strong attention to detail.

Ruqiyaa Anwar

I am an AI trainer and LLM training contributor specializing in data annotation, AI output evaluation, prompt engineering, and content moderation. I help improve multilingual AI quality through rigorous guideline-based labeling, linguistic review, and quality assurance for both text and multimodal datasets. I bring PhD-qualified research expertise in qualitative analysis and media/communication evaluation, and I work effectively in remote environments. Fluent in English, Urdu, and Pashto, I support multilingual content development, localization/translation support, and SEO/academic/news writing with strong attention to detail.

Available to hire

I am an AI trainer and LLM training contributor specializing in data annotation, AI output evaluation, prompt engineering, and content moderation. I help improve multilingual AI quality through rigorous guideline-based labeling, linguistic review, and quality assurance for both text and multimodal datasets.

I bring PhD-qualified research expertise in qualitative analysis and media/communication evaluation, and I work effectively in remote environments. Fluent in English, Urdu, and Pashto, I support multilingual content development, localization/translation support, and SEO/academic/news writing with strong attention to detail.

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Language

English
Fluent
Urdu
Fluent
Pashto, Pushto
Advanced

Work Experience

Research Advisor - AI Media Monitoring Tools Evaluation at School of Communication & Media, Bratislava (European Commission-funded project)
November 1, 2024 - April 1, 2025
Researched and evaluated AI-powered media monitoring tools for multilingual foreign affairs news analysis. Assessed quality, accuracy, and cultural relevance of AI-generated content across international news sources. Provided expert consultation on AI applications in content evaluation and media communication.
Research Advisor (AI Media Monitoring Tools Evaluation) at School of Communication & Media, Bratislava (European Commission–funded project)
November 1, 2024 - April 30, 2025
Researched and evaluated AI-powered media monitoring tools for multilingual foreign affairs news analysis. Assessed quality, accuracy, and cultural relevance of AI-generated content across international news sources. Provided expert consultation on AI applications in content evaluation and media communication.
Research Advisor – AI Media Monitoring Tools Evaluation at School of Communication & Media, Bratislava (European Commission-funded project)
November 1, 2024 - April 30, 2025
Research and evaluate AI-powered media monitoring tools for multilingual foreign affairs news analysis. Assess AI-generated content quality, accuracy, and cultural relevance across international news sources. Provide expert consultation on AI applications in content evaluation and media communication.
AI Research Trainer at Global Humanities (Mindrift, Toloka)
February 1, 2024 - Present
Trained and contributed to fine-tuning Large Language Models (LLMs) using humanities and social sciences expertise. Evaluated AI-generated outputs for fluency, factual accuracy, cultural appropriateness, grammar, and compliance with project guidelines. Wrote, tested, and refined prompts to improve language generation quality. Annotated and evaluated audio, image, and video datasets for multimodal AI model training across Humanities, Social Sciences, English Literature & Languages, and Law domains.
AI Research Trainer (LLM Training & Data Annotation) at Global Humanities Expert (Mindrift) / Toloka
February 1, 2024 - Present
Trained and fine-tuned Large Language Models (LLMs) using humanities and social sciences expertise. Evaluated AI outputs for fluency, factual accuracy, cultural appropriateness, grammar, and compliance with guidelines. Wrote, tested, and refined prompts to improve generation quality. Annotated and evaluated audio, image, and video datasets for multimodal AI model training across humanities, social sciences, English literature & languages, and law domains.
AI Research Trainer at Global Humanities Expert (Mindrift, Toloka)
February 1, 2024 - Present
Train and fine-tune large language models using humanities and social sciences domain expertise. Evaluate AI outputs for fluency, factual accuracy, cultural appropriateness, grammar, and adherence to project guidelines. Create and refine prompts to improve language generation quality. Annotate and evaluate multimodal datasets (audio, image, video) for multilingual model training and content quality assurance.
Research Consultant (Peace & Security) at Horn of Africa Institute for Peace & Security (HOAIPS)
January 1, 2024 - Present
Provided policy analysis and strategic research on counter-terrorism and regional security cooperation. Moderated international academic conferences and instructed online research courses.
AI Data Trainer / Creative Writer (Annotation & QA) at SuperAnnotate
January 1, 2024 - Present
Annotated and labeled text datasets according to project guidelines for supervised AI model training. Evaluated AI-generated creative and informational content for coherence, tone, accuracy, and compliance with specifications. Produced structured training content and performed quality assurance checks to ensure consistent, high-quality outputs.
Research Consultant at Horn of Africa Institute for Peace & Security (HOAIPS)
January 1, 2024 - December 31, 2024
Provide policy analysis and strategic research on counter-terrorism and regional security cooperation. Moderate international academic conferences and instruct online research courses.
AI Data Trainer / Creative Writer at SuperAnnotate
January 1, 2024 - December 31, 2024
Annotate and label text datasets according to supervised AI training guidelines. Evaluate AI-generated creative and informational content for coherence, tone, accuracy, and compliance with specifications. Produce structured training content and perform quality assurance checks to maintain consistent, high-quality labeled outputs.
Research Fellow & Socio-Political Analyst at South China Morning Post (SCMP), Hong Kong
September 1, 2022 - January 31, 2024
Analyzed regional political developments and policy changes using qualitative methodologies. Published detailed research reports on governance issues and regional stability.
Visiting Lecturer & Research Mentor at International Islamic University, Islamabad
September 1, 2022 - January 31, 2025
Deliver graduate and undergraduate courses in media studies, political communication, and research methods. Mentor students and support research learning aligned with academic requirements.
Research Fellow & Socio-Political Analyst at South China Morning Post (SCMP)
September 1, 2022 - January 31, 2024
Analyze regional political developments and policy changes using qualitative methodologies. Publish detailed research reports on governance issues and regional stability.
Research Associate & Political Analyst at Al Mayadeen News International, Middle East
September 1, 2021 - September 1, 2023
Applied content analysis to media discourse on Middle Eastern and South Asian conflicts. Published research-informed analysis on civil-military relations and party dynamics.
Research Associate & Political Analyst at Al Mayadeen News International
September 1, 2021 - September 30, 2023
Apply content analysis to media discourse on Middle Eastern and South Asian conflicts. Publish research-informed analysis on civil-military relations and party dynamics.
Senior Research Analyst - Current Affairs & Political Dynamics at China Global Television Network (CGTN)
April 1, 2021 - March 1, 2024
Conducted research and content analysis on international political developments, geopolitics, and civil-establishment relations. Produced research-based analytical pieces and strategic assessments focused on South Asian and East Asian dynamics.
Senior Research Analyst (Current Affairs & Political Dynamics) at China Global Television Network (CGTN)
April 1, 2021 - March 31, 2024
Conducted research and content analysis on international political developments, geopolitics, and civil-establishment relations. Produced research-based analytical pieces and strategic assessments on South Asian and East Asian dynamics.
Senior Research Analyst – Current Affairs & Political Dynamics at China Global Television Network (CGTN)
April 1, 2021 - March 31, 2024
Conduct research and content analysis on international political developments, geopolitics, and civil-establishment relations. Produce research-based analytical pieces and strategic assessments focusing on South Asian and East Asian dynamics.

Education

Doctor of Philosophy (PhD) – Media and Communication Studies at International Islamic University, Islamabad
January 1, 2021 - January 1, 2025
Master of Science (MS) – Media Studies at Riphah International University, Islamabad
January 1, 2015 - January 1, 2017
PhD (Doctor of Philosophy) – Media and Communication Studies at International Islamic University, Islamabad
January 11, 2030 - January 1, 2025
MS (Master of Science) – Media Studies at Riphah International University, Islamabad
January 1, 2017 - July 8, 2026
Doctor of Philosophy (PhD) - Media and Communication Studies (CGPA 4.00/4.00, Highest Distinction) at International Islamic University
January 1, 2025 - January 1, 2025
Master of Science (MS) - Media Studies (Merit Scholarship) at Riphah International University
January 1, 2017 - January 1, 2017

Qualifications

Generative AI: Prompt Engineering – IBM (Coursera)
January 11, 2030 - July 8, 2026
The Human Touch in AI: Why Annotation Matters – Coursera
January 11, 2030 - July 8, 2026
Training AI with Human Data, Explained for Annotators – Micro1
January 11, 2030 - July 8, 2026
Social Media Marketing – University of Washington (Coursera)
January 11, 2030 - July 8, 2026
Data Analytics – University of Washington (Coursera)
January 11, 2030 - July 8, 2026
AI for Academics: Enhancing Research and Teaching Practices – NUML Rawalpindi
October 1, 2025 - July 8, 2026
Conflict Analysis – United States Institute of Peace (USIP), USA
January 11, 2030 - July 8, 2026
Professional Diploma in Advertising & Public Relations – MTF Institute, Lisbon, Portugal
January 11, 2030 - July 8, 2026
Management Skills: Leadership & Engagement – MTF Institute, Lisbon, Portugal
January 11, 2030 - July 8, 2026
Digital Marketing Certification – HubSpot Academy, USA
January 11, 2030 - July 8, 2026
SEO Content Writing & Amazon E-Commerce – LWE Institute, Pakistan
January 11, 2030 - July 8, 2026
International Research Support Initiative Program – HEC Pakistan & University of Malaya, Malaysia
January 1, 2023 - July 8, 2026
Generative AI: Prompt Engineering (IBM)
January 11, 2030 - July 8, 2026
The Human Touch in AI: Why Annotation Matters (Coursera)
January 11, 2030 - July 8, 2026
Training AI with Human Data, Explained for Annotators (Micro1)
January 11, 2030 - July 8, 2026
Social Media Marketing (University of Washington, Coursera)
January 11, 2030 - July 8, 2026
Data Analytics (University of Washington, Coursera)
January 11, 2030 - July 8, 2026
AI for Academics: Enhancing Research and Teaching Practices (NUML Rawalpindi)
October 1, 2025 - July 8, 2026
Conflict Analysis (United States Institute of Peace, USIP)
January 11, 2030 - July 8, 2026
Professional Diploma in Advertising & Public Relations (MTF Institute, Lisbon, Portugal)
January 11, 2030 - July 8, 2026
Management Skills: Leadership & Engagement (MTF Institute, Lisbon, Portugal)
January 11, 2030 - July 8, 2026
Digital Marketing Certification (HubSpot Academy, USA)
January 11, 2030 - July 8, 2026
SEO Content Writing & Amazon E-Commerce (LWE Institute, Pakistan)
January 11, 2030 - July 8, 2026
Generative AI: Prompt Engineering (IBM) - Coursera
January 11, 2030 - July 8, 2026
The Human Touch in AI: Why Annotation Matters (Coursera)
January 11, 2030 - July 8, 2026
Training AI with Human Data, Explained for Annotators (Micro1)
January 11, 2030 - July 8, 2026
Social Media Marketing (University of Washington) - Coursera
January 11, 2030 - July 8, 2026
Data Analytics (University of Washington) - Coursera
January 11, 2030 - July 8, 2026
AI for Academics: Enhancing Research and Teaching Practices (NUML Rawalpindi)
October 1, 2025 - July 8, 2026
Conflict Analysis (United States Institute of Peace - USIP, USA)
January 11, 2030 - July 8, 2026
Professional Diploma in Advertising & Public Relations (MTF Institute, Lisbon)
January 11, 2030 - July 8, 2026
Management Skills: Leadership & Engagement (MTF Institute, Lisbon)
January 11, 2030 - July 8, 2026
Digital Marketing Certification (HubSpot Academy, USA)
January 11, 2030 - July 8, 2026
SEO Content Writing & Amazon E-Commerce (LWE Institute, Pakistan)
January 11, 2030 - July 8, 2026

Industry Experience

Education, Government, Media & Entertainment, Professional Services, Non-Profit Organization, Software & Internet, Other