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Roshni Kumar
Open to opportunitiesExpert Contributor — Healthcare / Clinical AI
I evaluate biomedical AI reasoning and deliver evidence-based dental care backed by published clinical research.
IndiaExpert Contributor — Healthcare / Clinical AI at Snorkel AI
About
At Handshake AI's Project Planck, I design biomedical reasoning prompts, build distractor mechanisms, and evaluate model responses for scientific logic gaps and premature hypothesis selection.
Alongside this work, I deliver evidence-based dental diagnosis and treatment as a Medical Officer (Dental) in Uttar Pradesh government healthcare settings. I've also directed COVID-19 vaccination and routine immunisation programmes, coordinated outreach, and maintained clinical documentation to government standards.
My research includes three Cureus publications, including a PubMed-indexed systematic review and meta-analysis on zirconia surface treatment and resin cement bond strength. I developed a domain-specific risk-of-bias framework for in vitro dental studies and am preparing a PROSPERO protocol on high-translucency zirconia bonding.
As an MDS Prosthodontist, I bring clinical reasoning, structured critical appraisal, and scientific writing to evidence-based AI evaluation and biomedical research. I also built ORA Watch AI, an AI-assisted oral lesion screening and patient follow-up platform.
Experience
Expert Contributor — Healthcare / Clinical AI
Contribute clinical and dental domain expertise to AI training and evaluation workflows. Evaluate AI-generated outputs for factual accuracy, clinical relevance, and reasoning quality.
AI TrainingAI EvaluationClinical PrecisionReasoning AssessmentDomain ExpertiseHealthcare AI
Medical Officer (Dental)
Deliver evidence-based dental diagnosis and treatment across rural and sub-urban government healthcare settings. Directed COVID-19 vaccination and Routine Immunisation programmes under Ministry of Health and Family Welfare guidelines.
DentistryEvidence Based PracticePublic HealthCOVID 19 VaccinationsImmunizations
Education
be10x
In-progress certification in Generative AI for Professionals, covering applied AI tools and prompt engineering.
Rajasthan University of Health Sciences
Completed Master of Dental Surgery in Prosthodontics, Crown & Bridge, and Implantology with First Division.
Rajasthan University of Health Sciences
Completed Master of Dental Surgery in Prosthodontics, Crown & Bridge, and Implantology with First Division.
Dr. R. Ahmed Dental College and Hospital
Graduated with Bachelor of Dental Surgery, including compulsory rotating internship, with First Division and Honours in Oral Pathology & Microbiology and Periodontics & Community Dentistry.
Dr. R. Ahmed Dental College and Hospital
Graduated with Bachelor of Dental Surgery, including compulsory rotating internship, with First Division and Honours in Oral Pathology & Microbiology and Periodontics & Community Dentistry.