Work & Leadership

Research & Professional Experience

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Research · Current

Yale School of Medicine — Augert Lab

Feb 2026 – Present

  • Developing ML models to map SCLC subtype identity as continuous transcriptomic states rather than discrete categories
  • Architecting RNA-seq pipelines including preprocessing, alignment, and differential expression analysis
  • Identifying novel transcriptomic patterns to better understand disease progression and heterogeneity in lung cancer
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Clinical Informatics

Yale School of Medicine — Clinical Informatics

Jan 2026 – Present

  • Reviewing literature spanning medical classification philosophy, diagnostic error, and clinical measurement
  • Participating in a clinical observership in General Internal Medicine at Yale New Haven Hospital
  • Examining how bedside judgment is translated into structured clinical documentation
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Data Analytics

Microsoft — Data Analyst Intern

Jun 2024 – May 2025

  • Developed AI models to automate medical document processing, reducing errors by 40%
  • Designed automated workflows using Power BI, Power Automate & Power Apps
  • Created interactive data system with Dataverse and Excel for executive reporting
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AI Engineering

GreenLight Ag. — AI Data Intern

Jun 2021 – Aug 2021

  • Trained ML models for crop/weed differentiation using Gimp and Linux
  • Ran 12 in-field rover experiments with statistical sampling & data processing
  • Collaborated with co-founders to increase crop yield via AI engineering
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Education

Mathnasium — Academic Instructor

Jul 2021 – Aug 2022

  • Taught 75+ students from Pre-K to Pre-Calculus
  • Improved math comprehension by 94% and grades by 88%
  • Oversaw data tracking and academic progress reporting

Leadership & Community

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Quality Improvement

HAVEN Free Clinic — QA/QI Volunteer

Feb 2026 – Present

  • Supporting project-based quality improvement initiatives across clinic departments
  • Analyzing care processes and clinical outcomes to drive operational improvements
  • Collaborating with clinic leadership to translate findings into actionable workflow changes
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Healthcare Analytics

STATCOM — Manos Juntos Free Clinic

Feb 2026 – Present

  • Applied predictive models to historic ordering data to forecast medication usage patterns and trends
  • Evaluated medication procurement costs to maximize the clinic’s budget efficiency
  • Translated complex analytic findings into actionable insights for clinic leadership and multidisciplinary care teams
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Finance & Analytics

Student Managed Portfolio Project

Sep 2024 – Jun 2025

  • Managed $1.6M Cal Poly healthcare portfolio using statistical and financial modeling
  • Researched healthcare market trends to refine portfolio strategy
  • Presented data-driven recommendations to 120+ faculty and peers
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Mentorship

Women in Business Leadership Academy

Jan 2024 – Mar 2024

  • Mentored 5 first-year women on professional development and career skills
  • Led weekly sessions on interviews, resumes, and workplace navigation
  • Guided mentees through internship applications and leadership opportunities
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