@nicholasMG

Neuroscientist analyzing biotech companies through clinical trials, patents & SEC filings. Building https://xitter.cf/t.co/OWqe80YfZe

 Richmond VA
rxdatalab.com/
Joined July 2025
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JPM Healthcare opening day is the most disclosure-heavy day in biotech.
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Clinical trial sponsors are a mess of aliases, subsidiaries, and rebrands. I built a harmonization pipeline that links them to SEC filings using GPT-4o and a validation layer. Real CI starts with clean data. rxdatalab.com/blog/llm-data-… #biotech #investing #clinicaltrials

How I Use LLMs for Data Harmonization: A Strategic, Limited Approach

A technical walkthrough of how I used LLMs strategically to improve name harmonization for clinical trial sponsors while minimizing non-determinism.

rxdatalab.com
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