HavaI would like to acknowledge first and foremost, Dr. Vincent Isabella, who has been a mentor to me since I started working at Synlogic in 2013. Vinnie has been instrumental in my development as Scientist and has been a great supervisor over the years. Our regular sessions helped me shape this thesis and helped me overcome many bottlenecks. Next, I would like to acknowledge Prof. Kim Lewis, who has been supervising my PhD journey. Our regular check-ins were always direct and to the point and without unnecessary frippery. I really appreciated this, and his advice helped me move the project along in the pace it did, often showing me the right path when I was at a scientific crossroad. I also would like to acknowledge Dr. Dave L. Hava, who helped me review my dissertation and manuscript, providing great comments. Dave, your feedback really helped me improve the quality of my writing and this thesis and I truly appreciate it. Thanks also to all my committee members for dedicating their time during these last 3 years. I also would like to acknowledge Adam Thomas, who helped me initiate this Industry-PhD program. I certainly wouldn't be at this point of my career without your support. Lastly, I want to acknowledge and voice my gratitude to all of Synlogic for their support during these last three years. Special Thanks to my colleague Sean Cotton, for consistently helping me with back-dilutions when I was in meetings or stuck in traffic.