Hi, I’m Arslan Amin, a versatile AI data annotator and ML engineer with 3+ years of hands-on experience building high-accuracy models, annotating datasets, and optimizing data for health and autonomous applications. I’m passionate about data quality, model performance, and turning complex health and traffic data into actionable insights. I have collaborated with HealthAI Solutions, AutoVision Tech, SportsAI Analytics, and UrbanTech Solutions on projects ranging from medical NLP labeling to autonomous vehicle segmentation and traffic monitoring. I thrive in cross-functional teams, value clear communication, and am dedicated to delivering reliable results that translate to real-world impact.…

Arslan Amin

Hi, I’m Arslan Amin, a versatile AI data annotator and ML engineer with 3+ years of hands-on experience building high-accuracy models, annotating datasets, and optimizing data for health and autonomous applications. I’m passionate about data quality, model performance, and turning complex health and traffic data into actionable insights. I have collaborated with HealthAI Solutions, AutoVision Tech, SportsAI Analytics, and UrbanTech Solutions on projects ranging from medical NLP labeling to autonomous vehicle segmentation and traffic monitoring. I thrive in cross-functional teams, value clear communication, and am dedicated to delivering reliable results that translate to real-world impact.…

Available to hire

Hi, I’m Arslan Amin, a versatile AI data annotator and ML engineer with 3+ years of hands-on experience building high-accuracy models, annotating datasets, and optimizing data for health and autonomous applications. I’m passionate about data quality, model performance, and turning complex health and traffic data into actionable insights.

I have collaborated with HealthAI Solutions, AutoVision Tech, SportsAI Analytics, and UrbanTech Solutions on projects ranging from medical NLP labeling to autonomous vehicle segmentation and traffic monitoring. I thrive in cross-functional teams, value clear communication, and am dedicated to delivering reliable results that translate to real-world impact.

See more

Language

English
Fluent

Work Experience

AI Data Annotator
January 1, 2023 - September 30, 2023
Annotated over 5,000 Q&A entries for health-related AI datasets using Labelbox and Appen platforms; achieved 98% accuracy through rigorous quality checks and guideline adherence; collaborated with AI teams to refine annotation processes and reduce errors by 15%; provided feedback on health-specific terminology to improve model relevance in medical Q&A systems.
Data Labelling Specialist at HealthAI Solutions (Freelance via Upwork)
October 1, 2023 - Present
Labeled and validated medical text data for NLP models using Label Studio; achieved a 20% improvement in dataset quality; conducted usability testing to inform AI training decisions; collaborated with domain experts to translate complex health queries into structured annotations.
Traffic Monitoring Data Labeler at UrbanTech Solutions (Outsourced via Upwork)
February 1, 2025 - March 31, 2025
Labeled bounding boxes for People, Cars, Number Plates, and Motorcycles in video and image data for traffic monitoring; achieved 97% accuracy in YOLO-based model training post-annotation; collaborated with team for label validation.
Image Segmentation Specialist at AutoVision Tech (Freelance via Fiverr)
August 1, 2025 - September 30, 2025
Labeled and validated image data for autonomous computer vision applications using CVAT; performed polygon and bounding box segmentation on 24MP+ images; achieved 0.96 mean IoU in internal validations; reduced ghost object false positives.
Video Annotation Specialist at SportsAI Analytics (Freelance via Upwork)
June 1, 2025 - September 30, 2025
Completed high-precision video annotation for UFC fight footage; frame-by-frame tracking; multi-class labeling; ensured consistent IDs across sequences for action recognition and fighter tracking.

Education

B.S. in Software Engineering at National University of Technology Islamabad
January 1, 2023 - January 1, 2027

Qualifications

BA in Communications
January 11, 2030 - December 15, 2025

Industry Experience

Healthcare, Transportation & Logistics, Real Estate & Construction, Media & Entertainment, Professional Services
    paper HealthAI Solutions

    Labeled and validated medical text data for NLP models using
    Label Studio, resulting in a 20% improvement in dataset quality.
    Conducted usability testing on annotated health content to inform
    AI training decisions.
    Worked closely with domain experts to translate complex health
    queries into structured annotations.