Current Projects
citation.ai
A web application using OpenAI GPT-3 to generate accurate and efficient citations for researchers, students, and librarians. Basic application framework built on top of GPT-3 Sandbox and primed using citations following APA guidelines. Developed with support (GPT-3 access) from the Harvard Undergraduate Machine Learning Research Lab and Harvard Innovation Labs.
DeepWing
A web application using OpenAI GPT-3 to help authors generate ideas for scenarios, scenes, plots, world development, and original characters for their fanfiction (fictional writing written by fans, based on an existing work of fiction). Currently works for Wings of Fire, Pokémon, Harry Potter, and My Little Pony. Primed with selected fanfiction samples from Archieve of Our Own (AO3), Wattpad, and FanFiction.net. Investigating potential applications of fanfiction writing in K-12 education.
This Dragon Does Not Exist
A web application using nVidia StyleGAN2 to generate dragon art. The training dataset will consist of ~60k SFW images from e621.net and FurAffinity, cropped and aligned using a custom YOLOv3 network. The model will be trained on TPUs provided by Google's TensorFlow Research Cloud (TFRC) program. Idea and framework inspired by This Fursona Does Not Exist.
Past Projects
A Discord cybersecurity bot which scans and analyses links for malware and suspicious activity. Uses CrowdStrike's hybrid file analysis approach that combines runtime data with memory dump analysis to extract all possible execution pathways even for the most evasive malware. Hosted on a GCP instance.
A mobile application using state-of-the-art deep autoencoders that allows for people to remain connected with psychiatrists, therapists, and other remote healthcare professionals in a critical time of social distancing. Trained using trainml.ai and developed for Hack:Now by Cal Hacks (Top 30 Teams, IBM CGI U).