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Translational research scientist | Perinatal medicine & computational biology | Baylor College of Medicine
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Assessing your cultural and operational fit
Baylor College of Medicine
Data Scientist
June 29, 2026 – Present
PeriMapper
April 15, 2026 – Present
PeriMapper is a companion tool to PeriMiner that visualizes and extracts ZIP-level geographic patterns from the perinatal dataset on an interactive Houston-area choropleth, built with Streamlit and GeoPandas.
View ProjectPeriMiner
April 15, 2026 – Present
End-to-end clinical informatics platform - ETL pipeline, UMLS clinical NLP, LightGBM ML, and Streamlit dashboard applied to >57,000 pregnancy records
View ProjectPPaX-Periodontal-Data
August 30, 2023 – November 7, 2023
Scripts to quanify periodontal metrics for PPaX in response to review
View ProjectPPaX
February 10, 2022 – Present
Supplementary media repository for the Prevention of Preterm Birth with Xylitol (PPaX Trial)
View ProjectCultural Fit Analysis
The candidate's projects are primarily focused on clinical informatics and research, indicating a strong alignment with data science roles in healthcare or research-intensive environments. The diversity of projects, while all within a similar domain, shows a breadth of application within that domain. However, the experience level is listed as 0, which contradicts the current Data Scientist role, and there are no certifications or explicit skills listed beyond project technologies. This suggests a potential lack of broader industry exposure or formal training outside of specific project contexts.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.