Dec 2023 — Aug 2026 · Outlier AI
Advance Medical Expert — Medical AI Alignment
Independent Contractor · Remote
- Designed and ran multi-turn adversarial clinical prompts to test AI model outputs against real diagnostic reasoning.
- Audited AI-generated clinical outputs for factual accuracy across multiple medical specialties.
- Provided clinical input into SFT and evaluation cycles using evidence-based reference responses.
May 2024 — Apr 2026 · Alignerr
Subject Matter Expert — Medical ML & Computer Vision
Independent Contractor · Remote
- Annotate and review patient vignettes for clinical accuracy across multiple frontier LLMs.
- Design clinically realistic test scenarios, including edge cases and distribution shifts, to stress-test model reasoning.
- Audit multimodal model outputs for clinical factuality and diagnostic soundness.
Mar 2023 — Apr 2025 · TELUS Digital AI
Medical AI Data Partner & Subject Matter Expert
Independent Contractor · Remote
- Author clinical vignettes for USMLE/NEET PG model training.
- Design evaluation rubrics grounded in peer-reviewed clinical guidelines.
- Provide human-in-the-loop clinical feedback on curriculum-generation models.
Apr 2024 — Mar 2025 · Hind Institute of Medical Sciences
Rotating Medical Intern (CRRI)
Uttar Pradesh, India
- Rotated across emergency and internal medicine, conducting diagnostic evaluations under supervision.
- Contributed to a clinical handover process-improvement initiative.