Tony Davis

A privacy focused AI aggregator service that I built.

I was a contributor to DeepChem, an open-source machine learning library for drug discovery.

My Master's thesis to develop and implement path planning algorithms for a robotic water quality monitoring system. It is intended to help aquaculture farmers easily maintain appropriate water quality for their fish.

Send quantum encrypted messages to a drone for secure wireless communication. I worked on some of the control software for the sensor.

Detect gravitational waves from space using a convolutional neural network. It was a Kaggle competition entry with an .80 AUC score. We didn't win.

OSU Mechanical Engineering capstone project to design and build a window sill cleaning robot. It didn't work great, but it was a fun project.

Receptor ligand kinetics were used to simulate how a tumor cell sticks to and moves through blood vessel walls. Experimental measurements of zero-force unbinding constants were used to validate the model.