Samuel Wright Email & Phone Number

San Diego, Ca, Us

Cambridge, Massachusetts, United States

Cambridge, Massachusetts, United States

- Mapped non-immune cell type labels from single-cell transcriptomic reference atlas to unlabeled single-cell query data using deep learning framework for batch effect removal. - Analyzed effectiveness of label mapping method by examining low-dimensional latent representations of query data and expressional distribution of cell type-specific marker genes. - Evaluated landscape of cell-cell interaction inference methods and determined applicability to single-cell transcriptomic data analysis for support in clinical pipelines. - Researched and applied CellphoneDB, a cell-cell interaction inference method, and assessed its computational method’s strengths and weaknesses in context of other single-cell analyses.

Cambridge, Massachusetts, United States

- Designed machine learning pipeline as a part of the Dulac Lab at Harvard that classified various adult-infant interactions in mice using videos of adult mice with infants. - Extracted spatiotemporal information from videos , engineered features to serve as input data for machine learning models to classify different behaviors of interest.