Attacker-Defender Investment Strategies in Cybersecurity (in progress); Full Custom 8-Bit Microprocessor Design; Parallelization of Particle Swarm Optimization ($150, 3rd place - Columbia Masters Design Expo); Machines as Craftsmen: Localized Parameter Setting Optimization for Fused Filament Fabrication 3D Printing (Advanced Materials Technologies, 2019); Generalizations of the Mitra-Wang Model of ISP Behavior in the Presence of Managed Service; Advanced Wearable Augmented Reality EVA System (AWARES).
Research Experience
Interned at NASA Jet Propulsion Laboratory and NASA Langley Research Center; currently working on cybersecurity research with Professor Debasis Mitra and planning to work on hardware acceleration for deep learning with Professor Mingoo Seok in Columbia's VLSI Lab.
Education
Columbia University, Bachelor of Science in Electrical Engineering, May 2020, GPA 3.85; College of William and Mary, Bachelor of Science in Computer Science, May 2020, GPA 3.89.
Background
Research interests include computer architecture and machine learning. Currently working with Professor Debasis Mitra to model the evolution of optimal information security investments and attacker-defender investment strategies within networks using reinforcement learning.
Miscellany
Planning to apply for PhD programs in Fall 2021 to continue research into computer architecture and machine learning.