Roshni Kumar

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.