Pending paper publication - "DOxy 2.0" in MDPI Sensor Networks -Contributed to and gathered data for the development of an SVM regression model correlating received infrared wavelength to dissolved oxygen (DO) levels in water sample-Contributed to development of prototype optical sensing-receiving system for IoT DO sensor network implementing A-B networking-protocol between T2 whispernodes intended for use in aquaculture.Pending paper publication - as-of-yet unnamed capacitative weighing project for beehives-Contributed to development of prototype capacitative weighing system intended to autonomously measure the saturation of honey in beehive frames.

-Experimented with and analyzed the efficacy of Halide, a C-based language and compiler tuned w/Machine Learning genetic algorithm that automatically synthesizes highly-efficient image processing pipeline.