Graduate Research Assistant – Advanced Spectroscopy Laboratory
As a Graduate Research Assistant in the Advanced Spectroscopy Laboratory, performed extensive data labeling of biomedical images and spectroscopic datasets for algorithm training and validation. Labeled images obtained from Brillouin, Raman, and Fluorescence Lifetime Imaging Microscopy (FLIM) modalities to distinguish cell types, disease states, and material properties. Developed standardized labeling protocols and applied them to support machine learning-based diagnostic tool development. • Created datasets for distinguishing wild-type and CRISPR gene-edited cancer cells using Brillouin microscopy. • Labeled FLIM datasets to enable optical diagnosis of blood disorders. • Annotated biomechanical and biochemical properties of tissues, cells, and biomaterials. • Processed and labeled data for validation of custom computational spectroscopy algorithms.