Essays, notes, and technical writing across medicine and ML.

A small archive of long-form pieces connected to research, systems work, and questions worth thinking through carefully.

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Recent writing and long-form notes.

Chronological archive with a little extra space for the newest work.

Decision-making

Jan 31, 2026

Decision-making / 10 min read

The Psychology of Risk: Why Smart People Still Gamble Badly in Trading

Behavioral finance explains how cognitive shortcuts and emotional responses distort risk perception and lead even highly educated traders to gamble badly.

Behavioral FinanceTrading PsychologyRisk

Jan 31, 2026

Clinical AI

Jan 31, 2026

Clinical AI / 22 min read

Clinical Note Extraction in the Age of Generative AI: Error Patterns, Methodological Architectures, and Strategic Implementation

An in-depth survey of clinical note extraction methods--rule-based, BERT, and LLMs--with error patterns, taxonomy of failures, and implementation strategy.

Clinical NLPInformation ExtractionLLM

Jan 31, 2026

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