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victoriamccray/README.md

Victoria McCray

Health Data Scientist, MSc

I develop statistical pipelines and machine learning methods for large-scale biomedical data, from neuroimaging studies to national public health systems. My work finds meaningful patterns in high-dimensional, noisy biological data.

🔬 Research Interests

  • Computational Neuroscience - Brain connectivity, neuropsychiatric disorders, reward processing
  • Biomedical Data Science - Health surveillance, epidemiological modeling, clinical data systems
  • Statistical Genomics - Variant analysis, multi-omic integration, disease mechanisms
  • Research Equity - Open science, community-engaged research, capacity building

🛠️ Tech Stack

Languages: Python • R • SQL • HTML/CSS • JavaScript

Data & ML: pandas • NumPy • scikit-learn • PySpark • tidyr • caret • random forest • ensembles • OpenAI API

Cloud Platforms: Databricks • Snowflake • Azure • Power BI • Git

Methods: Statistical Modeling • Machine Learning • Network Analysis • Data Engineering • LLMs & NLP

📌 Featured Projects

Open Science Neuro Hackathon - Research tools for neuroscientists across the African diaspora

Open Measure - Open-source validation toolkit for data quality, algorithmic bias, and program evaluation.

Neurodegenerative Genetics Pipeline - Variant analysis for Alzheimer's, Parkinson's, and related diseases

Khan Academy User Retention Analysis - Cohort retention analysis examining month 1 behavioral patterns and month 3 retention for 7,612 Khan Academy users

📫 Connect

victoriamccray.github.ioLinkedInvictoriapmccray@gmail.com


Open to opportunities in bioinformatics, applied research, and health data science!

Pinned Loading

  1. Hackathon Hackathon Public

    The Open Science Neuro Hackathon and Workshop is dedicated to building training, research, and software tools for neuroscientists and researchers across the African diaspora and continent.

    Jupyter Notebook 1

  2. khan-academy-user-retention-analysis khan-academy-user-retention-analysis Public

    Cohort retention analysis examining month 1 behavioral patterns and month 3 retention for 7,612 Khan Academy users

    Jupyter Notebook 1

  3. openmeasure openmeasure Public

    Open-source validation toolkit for research data, measures, models, and programs.

    Python 1

  4. neurodegenerative-genetics-pipeline neurodegenerative-genetics-pipeline Public

    A replication of computational methods used in the paper "Comparative Analysis of Multiple Neurodegenerative Diseases Based on Advanced Epigenetic Aging Brain" by Shi and colleagues.

    Jupyter Notebook