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I’m Abdul Rehman, a detail-oriented professional who analyzes visual content at scale, ensuring high accuracy and consistent results across large annotation projects. I thrive on following structured guidelines, flagging edge cases, and maintaining steady focus in one-hour work blocks. I’m eager to contribute to AI training pipelines where reliable human feedback strengthens model performance. I’m self-employed with a verified PayPal account, comfortable working remotely across time zones, and ready to take on Prolific skills tests when invited. I prioritize thorough guideline reading before starting and can manage workloads across asynchronous projects while maintaining quality and throughput.…I’m Abdul Rehman, a detail-oriented professional who analyzes visual content at scale, ensuring high accuracy and consistent results across large annotation projects. I thrive on following structured guidelines, flagging edge cases, and maintaining steady focus in one-hour work blocks. I’m eager to contribute to AI training pipelines where reliable human feedback strengthens model performance. I’m self-employed with a verified PayPal account, comfortable working remotely across time zones, and ready to take on Prolific skills tests when invited. I prioritize thorough guideline reading before starting and can manage workloads across asynchronous projects while maintaining quality and throughput.

Abdul Rehman

Data Annotator, Video Editor, Photographer, +5

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I’m Abdul Rehman, a detail-oriented professional who analyzes visual content at scale, ensuring high accuracy and consistent results across large annotation projects. I thrive on following structured guidelines, flagging edge cases, and maintaining steady focus in one-hour work blocks. I’m eager to contribute to AI training pipelines where reliable human feedback strengthens model performance. I’m self-employed with a verified PayPal account, comfortable working remotely across time zones, and ready to take on Prolific skills tests when invited. I prioritize thorough guideline reading before starting and can manage workloads across asynchronous projects while maintaining quality and throughput.…I’m Abdul Rehman, a detail-oriented professional who analyzes visual content at scale, ensuring high accuracy and consistent results across large annotation projects. I thrive on following structured guidelines, flagging edge cases, and maintaining steady focus in one-hour work blocks. I’m eager to contribute to AI training pipelines where reliable human feedback strengthens model performance. I’m self-employed with a verified PayPal account, comfortable working remotely across time zones, and ready to take on Prolific skills tests when invited. I prioritize thorough guideline reading before starting and can manage workloads across asynchronous projects while maintaining quality and throughput.

Available to hire

I’m Abdul Rehman, a detail-oriented professional who analyzes visual content at scale, ensuring high accuracy and consistent results across large annotation projects. I thrive on following structured guidelines, flagging edge cases, and maintaining steady focus in one-hour work blocks. I’m eager to contribute to AI training pipelines where reliable human feedback strengthens model performance.

I’m self-employed with a verified PayPal account, comfortable working remotely across time zones, and ready to take on Prolific skills tests when invited. I prioritize thorough guideline reading before starting and can manage workloads across asynchronous projects while maintaining quality and throughput.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Urdu

Fluent

Work Experience

Video Editor at Nexa Creatives

August 25, 2023 - Present

Freelance Image & Video Reviewer at Independent Projects

January 1, 2022 - Present

Reviewed and categorized 10,000+ images across dataset-building exercises, applying consistent taxonomy rules. Performed frame-by-frame video analysis to identify motion events, logging results against project-specific criteria. Maintained annotation logs in spreadsheets, tracked throughput, and flagged ambiguous cases for secondary review. Followed written annotation guidelines precisely across projects with differing schemas — zero retraining required after initial briefing.

Content Moderation & Quality Reviewer at Online Platforms

January 1, 2021 - December 31, 2022

Evaluated thousands of user-submitted images and short-form videos daily against community policy criteria — a process directly analogous to AI output evaluation. Flagged edge cases with written rationale, contributing to internal guideline refinement and reducing policy ambiguity for the team. Maintained sustained attention across 60–90 minute uninterrupted review sessions, consistently hitting daily accuracy thresholds.

Academic Research Assistant at University of Karachi, Social Sciences Dept.

January 1, 2020 - December 31, 2021

Coded qualitative survey data using a predefined rubric — structuring unstructured human responses into machine-readable categories. Cross-verified coded entries with a second reviewer, resolving inter-coder disagreements through documented logic rather than guesswork. Built familiarity with annotation consistency principles that directly transfer to AI training data work.

Freelance Image & Video Reviewer at Independent Projects (Freelance)

January 1, 2022 - Present

Reviewed and categorized 10,000+ images across datasets, applying consistent taxonomy rules. Performed frame-by-frame video analysis to identify motion events, verified against project-specific labeling criteria. Maintained annotation logs in spreadsheets, tracked throughput, and flagged ambiguous cases for secondary review. Followed written annotation guidelines precisely across projects with differing schemas; required zero retraining after initial briefing.

Content Moderation & Quality Reviewer at Online Platforms (Contract)

January 1, 2021 - December 31, 2022

Evaluated thousands of user-submitted images and short-form videos daily against community policy criteria; flagged edge cases with written rationale, contributing to internal guideline refinement and reducing policy ambiguity for the team. Maintained sustained attention across 60–90 minute uninterrupted review sessions, consistently hitting daily accuracy thresholds.

Academic Research Assistant at University of Karachi – Social Sciences Dept.

January 1, 2020 - December 31, 2021

Coded qualitative survey data using a pre-defined rubric, structuring unstructured human responses into machine-readable categories. Cross-verified coded entries with a second reviewer, resolving inter-coder disagreements through documented logic. Built familiarity with annotation consistency principles transferable to AI training data work.

Academic Research Assistant at University of Karachi — Social Sciences Dept.

January 1, 2020 - December 31, 2021

Coded qualitative survey data using a pre-defined rubric — structuring unstructured human responses into machine-readable categories. Cross-verified coded entries with a second reviewer, resolving inter-coder disagreements through documented logic. Built familiarity with annotation consistency principles that directly transfer to AI training data work.