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Malke Assad
Plastic surgery resident and founder of Rank RX, an AI platform using large language models to screen residency applications and bring objectivity to the selection process.
Best podcasts with Malke Assad
Ranked by the Snipd community
Nov 11, 2025
• 23min
AI-Powered Residency Screening: How RankRX Uses LLMs to Fix Unfair Application Filtering
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Malke Assad, a plastic surgery resident and the founder of Rank RX, shares his inspiring journey from war-torn Aleppo to prominent U.S. medical institutions. He reveals the shocking shortcomings of the residency application system, including how Nobel laureates can fall victim to arbitrary cutoffs. Malke discusses how Rank RX uses AI and large language models to efficiently screen thousands of applications, promoting fairness. He also shares insights on building a tech team without coding skills and offers valuable advice to aspiring clinician-entrepreneurs.
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