It goes without saying that I would not be where I am without the never-ending support of my family, friends, colleagues, and mentors, most of all my mother and sister, who have guided me each step of the way. I hope to use the technical skills I've gained at Columbia to make an impact on important problems facing the world. This isn't the graduation we hoped for, but let us make lemonade for our toast. Congratulations to all of my peers!