Projects
A collection of projects created by Hayden.
lecture2notes
For this project, I was named a top 300 Regeneron STS scholar. Lecture2notes is a state-of-the-art system to summarize classroom lectures using machine learning.
Learn More
TransformerSum
Models to perform neural summarization (extractive and abstractive) using machine learning transformers. 400+ stars on GitHub.
Learn More
Will I Have a Snow Day
130,000+ users in winter 2024. Simply enter your zip code and an advanced AI will calculate your chance of having a snow day for the next few days.
Learn More
Unsupervised Object Discovery
An implementation of several state-of-the-art machine learning models that discover objects in images without being told what an object is.
Learn More
PicoCTF 2019 Writeup
My solutions to the PicoCTF 2019 computer security competition. I scored 13,900 points (top 3.8%) during the competition but have since completed all the problems to reach 34,201 points.
Learn More
National Cyber Scholarship Competition 2021 Writeup
I was named a National Cyber Scholar with Honors for placing 23rd out of 3,277 (top 0.7%) in this cybersecurity competition.
Learn More
Speaker Change Detection
An implementation of a machine learning architecture that detects when the current speaker changes in an audio file.
Learn More
PicoCTF 2021 Writeup
My solutions to the PicoCTF 2021 computer security competition. I scored 5,440 points (top 1.1%) during the competition as a solo player and placed 25th among US Middle/High School students.
Learn More
PicoCTF 2022 Writeup
My solutions to the PicoCTF 2022 computer security competition. I scored 12,000 points (top 3.2%) during the competition as a solo player and placed 248th.
Learn More
HackTheBox CyberSanta 2021 CTF Writeup
Write-ups for various challenges from the 2021 HackTheBox 2021 Christmas CTF. Solved all web, crypto, and forensics puzzles.
Learn More
HackTheBox Machine Writeups
Write-ups and tutorials for various cybersecurity challenges from HackTheBox.
Learn More
DocSum
A tool to automatically summarize documents using the BART Machine Learning Model.
Learn More
AI Respiratory Doctor
A flask web app template for use with machine learning projects. Currently contains complete example code to run a fully functional X-Ray diagnosis AI.
Learn More