- Enhanced Splam, a 40-layer deep residual network with 96% overall accuracy in human data, generalized results on four other species, packaged software and interactive documentation, and co-authored publication- Developed OpenSpliceAI, a versatile PyTorch framework for retraining SpliceAI on new datasets, fine-tuning, calibration, performing large-scale prediction, and investigating variant effects on splicing, allowing for rapid de novo splice site finding- Developed TransDecoder2, a fast and accurate tool for finding coding regions within genomic data with a protein neural model, PSAURON- Benchmarked and improved LiftOn, a genome liftover tool, via protein maximization of Liftoff2 and miniprot outputs

Working on an improved testing platform for Sonicare power toothbrushes

- Designed and engineered microfluidic chips for high-throughput droplet screening and picoinjection- Optimized rapid PEA-PCR and digital ELISA protocols for multiplex, ultra high-sensitivity protein detection- Assessed isothermal CRISPR-Cas12a platform for rapid, one-pot detection of protein markers

- Evaluated 3D bioprinting platform ex vivo for precision and viability in vasculature modeling- Developed self-correcting path-generation algorithms for converting curved geometry into printer-readable G-code- Synthesized fugitive bioinks and GelMA composite scaffolds for in vitro testing of cell growth

- Developed an LFA image analysis tool to quantify malaria viral levels from point-of-care saliva tests- Created a program to lift and annotate Plasmodium proteomes for cross-species analysis of malaria- Designed and constructed Excel datasheets and graphs to map malaria genomes with protein annotations

- Generated three CellProfiler algorithms for quantifying and analyzing large image batches of yeast cells- Researched and designed thresholding, filtering, and watershed algorithms for image analysis- Correlated image data with yeast-display biopanning results

- Optimized formulations for creating stable, biocompatible, alum nanoadjuvants using flash nanoprecipitation - Measured and quantified NP stability across wide-ranging timescales - Validated FNP formation mechanisms against conventional NP synthesis methods