we won the capital one challenge

April 21, 2024

What is this #

In spring 2024, I did my school’s hackathon with my friends. The following is copied from our Devpost page for posterity.

We won the Best Financial Hack award, sponsored by Capital One, and recieved a prize of $600.

View Our Site, Capital Savvy! #

Why #

We are a group of close friends who are very passionate about machine learning and its application in real problem spaces. As financial transactions become increasingly digitized in the modern age, the attack surface for potential intrusions only increases. Platforms like Google Pay, Apple Pay, and mobile payment apps have provided convenience to consumers at the cost of security. In the field of machine learning, neural networks, a model inspired by the human brain, have seen growing usage due to their versatility and deep comprehension of high-dimensional data. Our group decided to implement an artificial intelligence based on a deep neural network to analyze financial transactions and detect fraud.