Developed machine learning models using TensorFlow and scikit-learn for molecular property prediction and generative polymer design.Developed and tested novel polymer membranes for gas separation which yielded co-authorship on 2 manuscripts and co-inventorship for 2 invention disclosure forms.

Developed novel polymer membranes to increase yield of antibody-drug conjugates; successfully increased protein yield from 40% to 89% and defended a senior honors thesis on this topic.Co-authored a paper detailing the salt responsiveness of highly zwitterionic polymer membranes.

Led technology demonstrations for investors that yielded $100k+ in funding for an early-stage startup and acceptance into a competitive startup accelerator (1.5% acceptance rate).Improved a novel particle separation method utilizing computer vision; increased particulate separation of real-world wastewater sample from 0% to 80%.