As a blogger for WKNC 88.1 FM, NC State’s student-led radio station, I write and publish two blogs per week, focusing on music education and miscellaneous topics. My music education blogs explore diverse genres, focusing on music from various countries, helping readers expand their musical knowledge. This role has strengthened my writing, research, and digital content creation skills while allowing me to engage with an audience.

I contributed to research done on automating agricultural processes through the application of machine learning. Our team trained models using three years of corn data (2020-2022) collected via a LiDAR scanner mounted on a drone. I was responsible for pre-processing the data using ArcGIS Pro, which involved cleaning and transforming the dataset for analysis. We employed linear regression and random forest algorithms to predict Yield Dry Mass (harvested crops), utilizing 16 distinct spectral bands derived from the LiDAR data.