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A

Ahmad A.

NDEB Assessment of Clinical Judgment (ACJ) – Canada (AFK passed; ACJ completed, results pending)

Canada flagToronto, Canada

Key Skills

Software

Don't disclose

Top Subject Matter

Dental radiograph interpretation
clinical judgment criteria
and QA for AI training

Top Data Types

No data types listed

Top Task Types

No task types listed

Freelancer Overview

NDEB Assessment of Clinical Judgment (ACJ) – Canada (AFK passed; ACJ completed, results pending). Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Membership of the Faculty of Dental Surgery, Royal College of Physicians and Surgeons of Glasgow (2016) and Advanced Implant Professional Diploma, British Academy of Implant and Restorative Dentistry (2015). AI-training focus includes data types such as Medical and DICOM and labeling workflows including Evaluation and Rating.

Labeling Experience

NDEB Assessment of Clinical Judgment (ACJ) – Canada (AFK passed; ACJ completed, results pending)

Don't disclose

Completed NDEB Assessment of Clinical Judgment (ACJ) with extensive radiograph-based case analysis aligned to rubric/criteria used in dental AI annotation and QA. The work required identifying anatomical structures and pathology and selecting correct management decisions against standardized marking criteria. It also included the AFK written knowledge exam relevant to clinical criteria underpinning annotation quality. • Performed structured evaluation of radiograph-based dental cases • Applied rubric-based decision making for anatomical/pathology interpretation • Answered clinical-judgment questions consistent with QA of labeled data • Completed AFK (written knowledge exam) and ACJ (results pending)

2024 - 2026

Education

R

Royal College of Physicians and Surgeons of Glasgow

Membership of the Faculty of Dental Surgery, Membership of the Faculty of Dental Surgery

Membership of the Faculty of Dental Surgery
2015 - 2016
P

Palestinian Ministry of Health

Postgraduate Residency, Postgraduate Clinical Internship

Postgraduate Residency
2014 - 2015

Work History

D

Dental Clinic

Dental Assistant (Part-Time/Casual)

Toronto
2026 - Present
M

Meuhedet HMO Dental Clinics

General Dentist

Jerusalem
2019 - 2024