Muhammad Hadeer R.

Key Skills

Software

Other

Don't disclose

Top Subject Matter

Medical & dental AI (clinical QA, healthcare content, data annotation)

Medical & dental AI training (remote contract)

Dental clinic research data annotation and quality review

Top Data Types

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Diagnosis

Freelancer Overview

I am a BDS-qualified dentist with hands-on clinical experience in diagnosis, treatment planning, restorative dentistry, RCTs, crown preparations, surgical extractions, dental emergencies, infection control, radiographic assessment, and patient education. My work in clinical practice, research writing, academic coordination, and clinic operations has strengthened my ability to review healthcare information accurately, identify errors, apply medical and dental terminology, and think from a patient-safety perspective. Although I am new to formal AI training-data projects, my clinical reasoning, evidence-based mindset, and attention to detail make me well-suited for medical/dental AI training work such as accuracy checking, treatment-summary review, terminology review, error identification, and structured feedback writing. I am motivated to help improve healthcare AI responses through careful review and real-world clinical understanding overall.

Labeling Experience

Assistant Director Academic & Clinical Operations (Clinical QA, Data Annotation & Healthcare Content Review) at IADSR

Text

Coordinated training and clinical QA workflows that included healthcare content review and data annotation guidance for a medical/dental AI program. Focused on quality assurance and accuracy review activities to support downstream AI training needs. Served as an assistant director to align faculty and trainees on labeling expectations and evaluation criteria. • Clinical QA and healthcare content review • Data annotation quality assurance and accuracy review • Treatment and clinical reasoning assessment support for labeled data • Cross-functional coordination with faculty, students, and administration

2025 - Present

Remote freelance/contract AI training projects (Dental Confessions)

OtherTextPrompt + Response Writing (SFT)

Delivered remote freelance/contract AI training work involving medical/dental domain data preparation and training support. Supported AI training tasks likely requiring structured prompts and response examples aligned to healthcare use cases. Ensured training materials were suitable for review and model improvement. • Remote AI training support for healthcare/dental use cases • Preparation of training inputs aligned to labeling/training goals • Iterative refinement based on feedback and evaluation • Contribution to clinical-content accuracy for training materials

2025 - 2025

Healthcare Data Annotation & Quality Review Internships (Dental Habitat / Dentology clinics)

Don't discloseDiagnosis

Contributed to healthcare data annotation and quality review activities during dental clinic internship rotations. Supported supervised clinical data collection and assessment processes that informed labeled healthcare records. Assisted with documentation and readiness of clinic information for research and review. • Healthcare data annotation and quality review under supervision • Clinical assessment support and patient record maintenance • Radiographs/documentation assistance for labeled datasets • Supported infection-control-aware data handling practices

2023 - 2024

Education

Work History