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Mindrift connects specialists with project-based AI opportunities for leading tech companies, focused on testing, evaluating, and improving AI systems. Participation is project-based.

What this prospect involves

We’re looking for US-based, actively practicing physicians (MD/DO) to evaluate clinical EHR vignettes for a medical AI evaluation program. General and internal medicine are our main focus. While each project involves unique tasks, contributors may:
- Evaluate clinical EHR vignettes paired with a question, a proposed answer, and a distractor “trap” answer across diagnosis and treatment tasks, spanning cardiovascular, nervous, hematologic, respiratory, digestive, urinary, reproductive, musculoskeletal, and integumentary systems;
- Score the clinical reasoning quality of benchmark items: vignette accuracy and completeness, whether the vignette gives the answer away, answer correctness and gradeability, and trap quality;




- Check whether the reasoning chain reaches the answer from vignette facts alone, correct reasoning traces, and write short rationales;
- Work within three independent blind reads, followed by physician adjudication. Real clinical complexity only. You’re improving the AI tools you’ll eventually use yourself.

If you’re a practicing physician ready to take on this challenging and engaging project, join us

What we look for

This opportunity is a good fit for US-based physicians open to part-time, non-permanent projects. Ideally, contributors will have:
- Medical degree (MD or DO) and an active, unrestricted US medical license (verified with the issuing medical board);
- Board certification or completed residency training, with recent direct patient care (attending-level preferred);
- Broad, multi-system diagnostic and treatment experience (internal, family, emergency, or hospital medicine);
- Strong clinical reasoning: differential diagnosis, next-step manageme

📌 Licensed Physician (Mumbai)
🏢 Mindrift
📍 Mumbai