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Saba Ahmed

Dental Radiograph Annotator & Medical AI Training Specialist

Pakistan flagIslamabad, Pakistan
$30.00/hrExpertCVAT

Key Skills

Software

CVATCVAT

Top Subject Matter

Dental Radiology
Dental Pathology
AI Healthcare

Top Data Types

ImageImage
DocumentDocument

Top Task Types

Object Detection
Bounding Box
Classification
Polygon
Question Answering
Segmentation
Fine Tuning

Freelancer Overview

Dental Radiograph Annotator & Medical AI Training Specialist. Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include CVAT. Education includes Certificate in Artificial Intelligence in Healthcare, Armed Forces Post Graduate Medical Institute (2023) and Master of Public Health, Armed Forces Post Graduate Medical Institute (2019). AI-training focus includes data types such as Medical and DICOM and labeling workflows including Object Detection.

ExpertEnglish

Labeling Experience

CVAT

Dental Radiograph Annotator & Medical AI Training Specialist

CVATObject Detection
I annotated dental radiographs, including OPG, periapical, and bitewing X-rays, for AI dataset preparation. I labeled various dental pathologies such as caries, periapical radiolucencies, bone loss, and impacted teeth to support deep learning model development. High-quality labeled datasets were created in the YOLO format for object detection models. • Annotated images using CVAT (Computer Vision Annotation Tool) • Focused on dental and healthcare content for AI system training • Supported evaluation of AI-generated clinical responses for accuracy and clarity • Provided structured feedback to enhance diagnostic reasoning and model performance.

I annotated dental radiographs, including OPG, periapical, and bitewing X-rays, for AI dataset preparation. I labeled various dental pathologies such as caries, periapical radiolucencies, bone loss, and impacted teeth to support deep learning model development. High-quality labeled datasets were created in the YOLO format for object detection models. • Annotated images using CVAT (Computer Vision Annotation Tool) • Focused on dental and healthcare content for AI system training • Supported evaluation of AI-generated clinical responses for accuracy and clarity • Provided structured feedback to enhance diagnostic reasoning and model performance.

2022 - Present

Education

A

Armed Forces Post Graduate Medical Institute

Certificate in Artificial Intelligence in Healthcare, Artificial Intelligence in Healthcare

Certificate in Artificial Intelligence in Healthcare
2023 - 2023
A

Armed Forces Post Graduate Medical Institute

Master of Public Health, Public Health

Master of Public Health
2018 - 2019

Work History

S

Smile Dental Clinic

General Dentist

Rawalpindi
2019 - Present
O

Owais Qarni Dental Care

General Dentist

Islamabad
2021 - 2021