Redesigned data layout for CrewDB, a web application for visualizing protein-protein interaction networks for various chromatin regulators and diseases correlated with their abnormal functioning.

Developed an ontology for chromatin regulator proteins' biochemical information including domains, family classification, and annotated GO-terms, available for viewing and download on Bioportal.

Developing prospective medical device surveillance framework to predict physicians' learning curve in using a medical device over time and to determine the inherent adverse event risk associated with using one device over another.

Tested efficacy of XGBoost hyperparameter tuning, GPBoost hierarchical modeling, and tree-based transfer learning methods to improve prediction accuracy of event outcome.

Worked on project investigating the enhancer switching mechanism between the MYH6 and MYH7 myosin heavy chain genes in human ventricular cardiomyocytes (vCM).

Conduct experiments: agarose gel preparation, gel extraction, miniprep/midiprep plasmid extraction, nanodrop concentration measurements, plasmid digestion and ligation, vector transformation, and immunohistochemistry staining.

Perform quality control, analysis, and data visualization of cardiomyocyte scRNA-seq data using Seurat R package.

Developed Java plugin for ImageJ to display fluorescence intensity of calcium imaging data of neuronal cells within an ROI over time.

Implemented program to identify regions containing neuronal cells in calcium imaging movies based on thresholding of calcium trace gradient and fluorescence variability per pixel over time.

Wrote python script to classify data sensors in the UCSD Computer Science Building according to the BRICK ontology.

Measured energy cost and temperature change from running air conditioning at full capacity.