I am Garrett Wolfe

I am currently pursuing my Masters in Artificial Intelligence at UC San Diego and I have a B.S. in Computer Science from UC Irvine.

I recently concluded an internship at Blue River Technology, a subsidiary of John Deere, developing autonomous farming equipment. I worked as a machine learning engineer reducing their training and validation sets by 92% and condensing a 4 person task into a single pipeline as part of an AutoML implementation.

Before that, I worked as a Full Stack Developer at Big Purple Dot. My responsibilities were collaborating with stakeholders to design, prototype and develop new features as well as using Ruby on Rails to create REST APIs and onboard new employees.

I am currently a DeepMind Fellowship Scholar. Along with a monetary grant, I work with a mentor at DeepMind and participate in DeepMind discussion boards and events.

DeepMind is the research group and subsidiary of Google responsible for the famous AlphaGO program and more recently their seminal breakthrough in protein folding with AlphaFold.

Python

4

Years Experience

PyTorch

1

Year Experience

Numpy

2

Years Experience

Jupyter Notebook

2

Years Experience

C/C++

4

Years Experience

Amazon Web Services

1

Year Experience

HTML, CSS, Javascript

2

Years Experience

MySQL, Postgres

2

Years Experience

COVID-19 Severity Classifier

Created a classifier to predict the likely severity of covid infections using peptide frequencies found in patients. Succesfully identified 11 key peptides from set of 100,000 as targets for future research. Overcame a small dataset, noisy and missing data, and a severe imbalance of parameters to samples.

Reinforcement Learning

Used policy iteration and value iteration to find the optimal path through a multivariable and nondeterministic environment. The Agent needs to find the optimal path to the exit of a dungeon while avoiding "Dragons" that inflict negative reward.

Colab Link

UNITE App

National Science Foundation sponsored project to provide ubiquitous medical monitoring with wearable IoT devices for pregnant mothers in underserved communities. Accomplished using sensor data collection and optimization on the Samsung Gear Watch

Bandpage Website

Created a responsive website for band called Overwerk using vanilla HTML, CSS, and Javascript. Implemented a backend with Nodejs and Express to handle ecommerce page, with a shopping cart and Stripe integration

Java Threads

Demo of Java language threads. Users write files to disks, and create print jobs. Displays basics of concurrency with readers and writers. Completely dynamic with users, disks, and printers added at anytime while remaining perfectly synchronized

Maze Gen/Solver

Randomly generates new mazes of any size and then solves them using either breadth-first or depth-first search

I am Garrett Wolfe

Awards

Skills

4

Years Experience

1

Year Experience

2

Years Experience

2

Years Experience

4

Years Experience

1

Year Experience

2

Years Experience

2

Years Experience

My Projects

COVID-19 Severity Classifier

Reinforcement Learning

UNITE App

Bandpage Website

Java Threads

Maze Gen/Solver

I'd love to hear from you!