Impact of climate change on energy generation in the 21st Century. Voted best Undergraduate Computer Science Thesis. Advised by Dr. Amro Farid, Director of Laboratory for Intelligent Integrated Networks of Engineering Systems (LIINES), Dartmouth's smart city research lab.

The US must foster public-private partnerships to raise collective understanding of current threat vectors, incentivizing state-level policy and cultivating a new generation of cyber-defenses. Co-authored with Steve Westly, former Controller of California and Tesla board member.