Fuzlan Syed

Key Skills

Software

Roboflow

OpenCV AI Kit (OAK)

CVAT

Other

Top Subject Matter

Sports Action Recognition (Volleyball)

Human Action Recognition and Motion Analysis (Sports and Activities)

AI Model Output Evaluation (Text-Based)

Top Data Types

Image

Document

Video

Text

Top Task Types

Bounding Box

Text Generation

Classification

Action Recognition

Object Detection

Freelancer Overview

Freelance AI Annotator & Evaluator – OpenTrain AI Platform. Brings 2+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include CVAT, Other, and Roboflow. Education includes Bachelor of Technology, Sri Venkatesa Perumal College of Engineering & Technology (2025) and Master of Technology, Sri Venkatesa Perumal College of Engineering & Technology (2025). AI-training focus includes data types such as Image, Video, and Text and labeling workflows including Classification, Action Recognition, and Evaluation.

Reviews (1)

Labeling Experience

AI Output Evaluator for OpenTrain AI Platform

OtherText

Evaluated AI-generated outputs by applying structured rubrics to assess correctness, completeness, and reasoning quality. Conducted systematic reviews of text-based AI responses for quality assurance and benchmarking. Ensured the reliability and accuracy of evaluation data used for improving model performance. • Applied qualitative and quantitative criteria to AI-generated content • Provided detailed feedback on accuracy and reasoning • Participated in iterative improvement cycles for evaluation rubrics • Maintained 95%+ precision in assessment outcomes

Evaluated AI-generated outputs by applying structured rubrics to assess correctness, completeness, and reasoning quality. Conducted systematic reviews of text-based AI responses for quality assurance and benchmarking. Ensured the reliability and accuracy of evaluation data used for improving model performance. • Applied qualitative and quantitative criteria to AI-generated content • Provided detailed feedback on accuracy and reasoning • Participated in iterative improvement cycles for evaluation rubrics • Maintained 95%+ precision in assessment outcomes

2025 - Present

Freelance Video Annotator for AI Training

OtherVideoAction Recognition

Performed video annotations by labeling human actions and motion trajectories to support AI model training for action recognition. Used browser-based and custom annotation tools, following detailed written guidelines for consistent labeling. Maintained a focus on sub-second timestamp precision and multi-tier captioning for training robust models. • Labeled actions, motion segments, and high-level summaries in sports and general activity videos • Ensured annotation quality through strict QA and review workflows • Generated descriptive captions grounded in visual evidence • Managed annotation projects to meet deadlines and accuracy standards

Performed video annotations by labeling human actions and motion trajectories to support AI model training for action recognition. Used browser-based and custom annotation tools, following detailed written guidelines for consistent labeling. Maintained a focus on sub-second timestamp precision and multi-tier captioning for training robust models. • Labeled actions, motion segments, and high-level summaries in sports and general activity videos • Ensured annotation quality through strict QA and review workflows • Generated descriptive captions grounded in visual evidence • Managed annotation projects to meet deadlines and accuracy standards

2025 - Present

Volley Ball Identification

CVATImageBounding BoxClassification

This project i got through Opentrainai platform where i annotated 4000 images in 15 hours

This project i got through Opentrainai platform where i annotated 4000 images in 15 hours

2025 - Present

Policy Pro

Opencv AI Kit OakDocumentText Generation

A project to generate Text using dataset provide. a RAG pipeline

A project to generate Text using dataset provide. a RAG pipeline

2023 - 2023

ISRO satellite imagery Detection

RoboflowImageBounding BoxObject Detection

Project on satellite imaginary detection.

Project on satellite imaginary detection.

2022 - 2023

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Education

Work History