Responsible for drafting legal discovery, motions, and correspondence.

• Developed an RNA-seq & ATAC-seq pipeline in Python and R to analyze epigenetically modified fungal genomes.• Used Kallisto, MACS2, DESeq, and HOMER to perform differential gene expression, peak calling, and motif expression analysis.• Optimized deep learning models (transformer, random forest) using Pytorch and Optuna to predict levels of gene expression, achieving accuracies of 70-80%.• Utilized t-SNE, PCA, and UMAP graphing methods to determine the significance of finding novel… Show more • Developed an RNA-seq & ATAC-seq pipeline in Python and R to analyze epigenetically modified fungal genomes.• Used Kallisto, MACS2, DESeq, and HOMER to perform differential gene expression, peak calling, and motif expression analysis.• Optimized deep learning models (transformer, random forest) using Pytorch and Optuna to predict levels of gene expression, achieving accuracies of 70-80%.• Utilized t-SNE, PCA, and UMAP graphing methods to determine the significance of finding novel motifs and genes.• Performed wet lab DNA extraction, RT-PCR, and cell line maintenance on various fungal species for epigenetic research. Show less

Wet lab (protein extraction, histone extraction) with epigenetic modifications; Optimization of machine learning models to predict gene expression.

Classification of machine learning data, model optimization.

Helped students edit and strategize topics for college admission essays.