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H

Hakim Farhana Reyaz

AI Training Contributor

India flagSrinagar, India
Entry LevelOther

Key Skills

Software

Other

Top Subject Matter

General AI/LLM
Visual AI/Computer Vision
Video AI/Multimodal AI

Top Data Types

TextText
ImageImage
VideoVideo
DocumentDocument

Top Task Types

Bounding Box

Freelancer Overview

AI Training Contributor. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Commerce, Indira Gandhi National Open University (2022) and CA Intermediate, Institute of Chartered Accountants of India (2017). AI-training focus includes data types such as Text, Image, and Video and labeling workflows including Evaluation, Rating, and Bounding Box.

Entry Level

Labeling Experience

Video Comparison & Quality Assessor

Video
As part of my AI training role, I conducted structured video comparison assessments to evaluate model output quality and coherence. The tasks required careful review for factual correctness, logical sequence, and overall presentation. I provided detailed justification and feedback to improve video model outputs. • Assessed and compared AI-generated video outputs for accuracy and coherence • Applied structured evaluation rubrics and flagged quality issues • Documented findings with comprehensive feedback for model improvement • Ensured consistent review standards across diverse video datasets

As part of my AI training role, I conducted structured video comparison assessments to evaluate model output quality and coherence. The tasks required careful review for factual correctness, logical sequence, and overall presentation. I provided detailed justification and feedback to improve video model outputs. • Assessed and compared AI-generated video outputs for accuracy and coherence • Applied structured evaluation rubrics and flagged quality issues • Documented findings with comprehensive feedback for model improvement • Ensured consistent review standards across diverse video datasets

2026 - Present

Image Annotation & Visual Grounding Specialist

ImageBounding Box
My experience includes performing image annotation and visual grounding to support computer vision model development. I identified objects, corrected spatial grounding errors, and validated bounding box assignments per task guidelines. This improved model accuracy and perception across visual datasets. • Annotated images with precise object bounding boxes and corrected labels • Conducted visual grounding validation and object identification • Used structured rubrics for annotation consistency and error management • Supported dataset quality through peer review and documentation

My experience includes performing image annotation and visual grounding to support computer vision model development. I identified objects, corrected spatial grounding errors, and validated bounding box assignments per task guidelines. This improved model accuracy and perception across visual datasets. • Annotated images with precise object bounding boxes and corrected labels • Conducted visual grounding validation and object identification • Used structured rubrics for annotation consistency and error management • Supported dataset quality through peer review and documentation

2026 - Present

AI Training Contributor

Text
As an AI Training Contributor, I evaluated and corrected AI-generated responses using step-by-step chain-of-thought reasoning. The role demanded meticulous accuracy, adherence to structured rubrics, and improvement of model outputs. My responsibilities encompassed rating, feedback, and consistent output quality monitoring. • Conducted AI response evaluation and error correction for diverse textual prompts • Ranked and rated model-generated replies against strict evaluation rubrics • Provided justification and structured feedback to refine AI outputs • Delivered high throughput and participated in remote, asynchronous task environments.

As an AI Training Contributor, I evaluated and corrected AI-generated responses using step-by-step chain-of-thought reasoning. The role demanded meticulous accuracy, adherence to structured rubrics, and improvement of model outputs. My responsibilities encompassed rating, feedback, and consistent output quality monitoring. • Conducted AI response evaluation and error correction for diverse textual prompts • Ranked and rated model-generated replies against strict evaluation rubrics • Provided justification and structured feedback to refine AI outputs • Delivered high throughput and participated in remote, asynchronous task environments.

2026 - Present

AI Content Quality Reviewer

Text
I participated in content quality review of AI-generated educational and informational content. My responsibilities included assessing for clarity, factual accuracy, and logical coherence. I flagged any issues and provided structured, actionable feedback to course creators and developers. • Reviewed AI-generated educational content for accuracy and clarity • Evaluated coherence, completeness, and instructional quality • Identified and documented errors for targeted feedback • Collaborated closely with instructional design and AI teams

I participated in content quality review of AI-generated educational and informational content. My responsibilities included assessing for clarity, factual accuracy, and logical coherence. I flagged any issues and provided structured, actionable feedback to course creators and developers. • Reviewed AI-generated educational content for accuracy and clarity • Evaluated coherence, completeness, and instructional quality • Identified and documented errors for targeted feedback • Collaborated closely with instructional design and AI teams

2024 - Present

Education

I

Indira Gandhi National Open University

Master of Commerce, Commerce

Master of Commerce
2022 - 2022
I

Institute of Chartered Accountants of India

CA Intermediate, Chartered Accountancy

CA Intermediate
2017 - 2017

Work History

S

Shafiya Manzoor & Associates

Finance Executive

Srinagar
2017 - 2020