Our project inputs the live video stream of a driver and uses image detection to indicate whether the driver is drowsy and paying attention to the ...

Python

Team Members: Rohit Rangan, Ajey Gowda, Pawan Sarma, Malyaka Imran, Mauricio Angelone
Bitcoin Auto Crypto Trader uses a predictive algorithm to trade bitcoin for you automatically. It will automatically sign you into your online brok...

HTML/CSS
Java
AI/Machine Learning
Misc

Prizes Won: Best Finance Hack, Best UiPath Automation Hack
Team Members: Dylan DeFlorio
GuardDog is a home security system. Each time an unrecognized person is detected by the camera, an email notification is sent to a selected address...

Python
Raspberry Pi
AI/Machine Learning

Team Members: Vrishabh Ravichander
Facial recognition blocker using adversarial examples. Drag and drop your selfies into it before you upload them to protect your privacy!

HTML/CSS
Javascript
C/C++/C#
Python
AI/Machine Learning

Team Members: Andrew O’Brien, Chan Woo Kim, Matthew Bernstein
Our aim is to offer an alternative to expensive and inconvenient Smart Fridges. Our product is a cheap kit which can turn any fridge into a smart f...

HTML/CSS
Javascript
Node.js
React
Python
Raspberry Pi
AI/Machine Learning
Other Hardware

Prizes Won: Best Use of Amazon Web Services
Team Members: Cole Smith, Kevin Gill, Owen Carpenter
Music-lyric trivia meets Kahoot in our fast-paced, phone-based music guessing game! Using a experimental speech recognition system, karaoke file...

HTML/CSS
Javascript
Node.js
Express
Python

Prizes Won: 2nd Place
Team Members: Jacob Dillon, Michael Taylor, Brandon Mino, Christopher Vassallo, Xuan Chau, Finn Navin
My project is 3 augmented reality interactions made with Python and OpenCV. It uses motion tracking from any camera on a computer that can run Pyth...

Python

Team Members: Brandon Halig
As birds migrate south each winter, they can be difficult to track, especially in extreme climates. Our product, Bird Backpacks provides a cheap, s...

HTML/CSS
SQL
C/C++/C#
Python
Flask
Arduino
Raspberry Pi
Microcontrollers
AI/Machine Learning

Prizes Won: Best Use of Google Cloud (MLH)
Team Members: Jason Smith, Shruti Janardhanan, Nicole Nguyen
Why spend $20 on a drill when you can spend 20 hours creating a 3D printed one? Live your broke college student dreams while using the loudest dril...

Other Hardware

Team Members: Vineeth Rao, Jeffrey Matheson
A robot that detects objects in front of it, and then drives around it in order to avoid it

Java
C/C++/C#
Arduino

Team Members: Sagyan Aryal, Mohammed Kabir, Wahkeef Waheed, Mostafa Kamal
A project where we were ambitious but fell very short

HTML/CSS
Javascript
Node.js

Team Members: David Kelchner, Dan Sysopha, Ryan Wickett
ProTech is an affordable proactive gun detection and alerting system for schools and public institutions.

C/C++/C#
Python
Flask
Arduino
Raspberry Pi
Microcontrollers
AI/Machine Learning
Other Hardware

Prizes Won: Best AI/ML Hack
Team Members: SRIVISHNU PIRATLA, Nathan Raikman, Shashank Ramji, Shashwath Ramji
Our project is an educational application that slowly introduces coding ideas to children in the form of a click and drag style adventure game.

HTML/CSS
Javascript
C/C++/C#
Python

Team Members: Kyla Rafferty, Benjamin Leach, Daniel Giger
A community event manager app where people collaborate to make/join social events for the greater good. Users participate in events organized by ot...

Java

Prizes Won: Best Use of Transposit (MLH)
Team Members: Timothy Shee, Naman Ranawat, Sandesh Mysore, Ayush Salik
Country Roads provides traffic and road condition monitoring without the need for GPS enabled phones. Collected data is anonymous, non-invasive, an...

HTML/CSS
Javascript
SQL
C/C++/C#
Python
Flask
Arduino
Microcontrollers
Robotics
Other Hardware

Team Members: Greg Hansell, Ethan Rambacher, Ethan Cantlin, Alex Elias
Broadview is an application that grants users a detailed look into the past and future of their financial timeline and shows the health of their ac...

HTML/CSS
Javascript
Python

Team Members: Wesley Fortier, Vedatman Basu, Jonathan Wang
Inspectio is a navigation buddy for the visually impaired. This user friendly, low cost, hardware-software integration is an excellent aid for the ...

C/C++/C#
Python
Arduino
Raspberry Pi
AI/Machine Learning
Other Hardware

Team Members: Tergel Molom-Ochir, Sarthak Mital, Roshan Lamichhane, Eric Chien, Aarushi Sharma
A simple application to help you easily turn details into dates. #appointer

HTML/CSS
Javascript
Node.js
React
Java
AI/Machine Learning

Team Members: Will Eggleston, Vedant Roy
Web-app where you can rate courses you've taken based on course load and real world usefulness as well as writing an overall review of the course t...

Node.js
Express
React
Misc

Prizes Won: Best Use of MongoDB Atlas (MLH)
Team Members: Petros Filiogiannis, Cooper Gibbs, Maxwell Poster, Kevin Shaw
Create a colorful flag or banner with our app available at raw.sh/flagapp/

HTML/CSS
Javascript
Node.js
React

Team Members: Robert Washbourne