Research

def merck(role="Undergraduate Data Science Researcher"):
    # built an NLP-powered semantic retrieval system for Merck researchers by fine-tuning SciBERT in PyTorch
    # extracted and structured domain-specific signals from chromatography abstracts into queryable analytical assets
    # designed the Neo4j data model behind it (7,000+ nodes, 11,300+ relationships), defining entity types and relationships to convert unstructured literature into reusable structured data
    # packaged it as an interactive Streamlit UI that ranked papers by configurable scoring logic
    ...

def nasa_space_biology(role="Undergraduate Data Science Researcher"):
    # built reproducible pipelines in R and SQL (MySQL) over NASA GeneLab multi-omics data
    # ran data-quality checks to quantify gene-expression shifts under varying gravitational conditions
    # documented methodology end-to-end for cross-team reproducibility
    ...