Research writing
Evidence appraisal in diagnostic decision-making
Reviews and commentary on diagnostic accuracy, bias and reproducibility.
About
Evidence-based diagnostics, advanced by data and AI.
As a consultant in evidence-based diagnostic medicine and clinical practice, I am dedicated to advancing diagnostic precision, quality management, and innovation in medicine through the integration of AI and medical data science.
My approach combines clinical expertise with technology-driven insights to enhance patient care and support evidence-based medical decision-making across imaging, digital pathology and laboratory diagnostics.
I collaborate with healthcare organisations, research teams and AI developers on diagnostic consultation, medical image annotation, AI data validation and medical LLM training — grounded in integrity, patient safety and continuous improvement.
Diagnostics
Evidence-based practice
Medical AI
Validation & annotation
Medical content
Review, fact-check & writing
Find me across the platforms I publish and practise on
Doctor Profile
Mya Care
Diagnostic medicine expert profile on Mya Care — credentialled clinician listing for patient referrals and second opinions.
Medical Writer
The Diamond Rehab Thailand
Team profile at The Diamond Rehab Thailand — medical writing and evidence-based content contribution.
Mentor Profile
Pathology Mentor
Pathology mentor profile — guidance in histopathology and AI-integrated digital pathology for residents and pathologists.
Freelance Practice
Upwork
Verified Upwork freelancer profile — 96 completed jobs across medical content review, clinical annotation, academic writing and healthcare AI validation.
Research Profile
Google Scholar
Google Scholar profile — published and cited work in pathology, diagnostics and medical AI research.
Research Profile
ResearchGate
ResearchGate profile — scientific publications, project updates and collaborations in diagnostic medicine.
Hospital Profile
Medanta Hospital Noida
Consultant, Lab & Pathology at Medanta Hospital, Noida — official hospital clinician listing and appointment details.
Research writing, fact-checking & AI validation
Fact-checking
Medical claim verification and misinformation review
Source-level verification of clinical claims for editorial and research teams.
AI validation
Clinical validation of diagnostic AI models
Ground-truth definition, annotation QA and error analysis for imaging and pathology models.
Media
Talks and expert commentary
Contributions on AI in medicine, data quality and patient safety.