Research interests
My research interests are in utilizing multi-omics datasets to investigate remodeling of the immune system by cancer and treatments. My graduate research is focused on biomaterial design to direct T cell functions, utilizing insights from the role of mechanics in T cell activation and the role of donor variability and disease progression on T cell dysfunction.
Education
Experiences
Thesis: Mechanical Regulation of T cell activation
- Project: Effect of mechanical properties of antigen presenting systems in T cell activation
- Project: Electrospun polymer fiber platform for ex vivo expansion of exhausted T cells
- Project: Personalization of T cell production for cellular immunotherapy
- Project: Pressure adjustable microfluidic platform for transfection by mechanical poration
- Project: Thermoresponsive NanoVelcro Assay for purification of circulating tumor cells
- Project: Investigation of Wnt/beta-catenin signaling pathway in EMT in lung cancer
Publications
Advanced Biosystems (2018)
Accepted Abstracts
J Immunol, 204 (1 Supp), 86.20. (2020)
Presentations
American Association of Immunology. Honolulu, HI. (2020 May)
Association for Clinical and Translational Science. Washington, DC. (2020 April)
Biomedical Engineering Society. Philadephia, PA. (2019 October)
Society for Biomaterials. Seattle, WA. (2019 April)
Gordon Research Conference, Immunochemistry and Immunobiology. West Dover, VT. (2018 June)
Biomedical Engineering Society. (2017 October)
Projects
Tumor detection from pathology images
- Image segmentation and deep learning of lymph node images in breast cancer.
T cell pMHC affinity predictor
- Neural network for predicting affinity of pMHC to HLA alleles.
Melanoma lesion predictor
- Transfer learning for classifying benign and malignant melanoma lesions