Emily Aaron

Data Scientist with a Master’s in Statistics and expertise in genomic data science and machine learning. Proficient in statistical modeling and R programming, with a strong focus on data preprocessing. Demonstrated ability to optimize data-driven decision-making processes, providing actionable insights across various industries. Experienced in applying mathematical techniques to solve complex real-world problems.

• Exploring Differential Gene Expression Related to Substance Abuse in Rat Panels, 01/2024 - 05/2025, Conducted a study to analyze if genes in the brain are differentially expressed due to opioid exposure using a Hybrid Rat Diversity Panel. Performed with RStudio, using the DESeq2 and RUVSeq packages mainly for analysis.
• Database Exploration and Development, 01/2025 - 05/2025, Collaborated on a survey data project using multiple year-specific datasets (2013, 2019, 2023). Explored relational database design concepts and practiced formulating basic queries with guidance.
• Investigating Shared Effects Across Tissues with Type 1 Diabetes, 10/2023 - 12/2023, Explored and analyzed 49 different tissues to look for potential shared signals that could relate genes to Type 1 Diabetes. Performed with Visual Studio Code, Command Line, using the MulTiXcan tool.
• Cell Biology Research Article Paper, 08/2022 – 12/2022, Researched and reviewed three scientific journal articles about apoptosis and RNA cell decay to summarize the theory and methods in one paper.