Jeffrey Yarbro

Graduate Assistant, University of Memphis

Email: jyarbro2@memphis.edu

About me

Hi! I'm currently an M.S. student in computer engineering at the University of Memphis. I originally graduated with B.S. degrees in computer and electrical engineering in December 2017. At the tail end of undergrad, I became more interested in the fields of AI & ML. I currently work under Dr. Andrew Olney as a graduate assistant with a primary focus on Natural Language Processing.

Education

M.S. - Computer Engineering

  • Graduation: December 2020
  • GPA: 3.66
  • Advisor: Dr. Aaron Robinson
  • Courses: AI, Machine Learning, Neural Networks, Data Science, Image Processing, Physically Based Animation

B.S. - Computer and Electrical Engineering

  • Graduation: December 2017
  • Advisor: Dr. Peter Lau
  • GPA: 3.5

Projects:

    • MMA Fight Predictor: Built a web crawler that extracted data from Fight Metric. Cleansed the data and then used a feed-forward neural network to predict UFC fights in PyTorch. Was able to achieve a state-of-the-art accuracy of 80%.
    • RC Car: Designed and created a WiFi-controlled RC car which dynamically limited its own speed based on a user-inputted value.
    • Nerf Turret: Developed a Nerf Turret gun which could fire darts remotely using an Arduino MKR1000 and a video game controller.
    • Netflix Prediction Algorithm: Implemented collaborative filtering algorithm techniques to form Netflix movie prediction code in Python.
    • Ratings Prediction: Predicted review ratings from written reviews using the NLTK package in Python along with several different machine learning algorithms.

Publications

TBA