CV

Education

• B.S. in GitHub, GitHub University, 2012
• M.S. in Jekyll, GitHub University, 2014
• Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

k-Shot Learning for Face Recognition

Simulation Environment for Development and Testing of Autonomous Learning Agents

OtoWorld: Towards Learning to Separate by Learning to Move

Applying Machine Learning to Crowd-sourced Data from Earthquake Detective

Earthquake Detective: Citizen Scientists Use Eyes and Ears to Classify Small Seismic Events

Image-based Early Detection System for Wildfires

Feature Engineering and Clustering for Single-Station Seismic Waveform Classification in an Urban Environment

On the special role of class-selective neurons in early training

Towards Detecting Small, Local Earthquakes in Greater Chicago Using Single-station Data

Characterizing seismic data in a noisy urban environment

Estimating Faulting Mechanisms from Single-seismometer Body Waves

Talks

Multi-Agent Reinforcement Learning Permalink

February 12, 2020

AI Journal Club at Northwestern University, Evanston, Illinois

Imagination and Curiosity in Reinforcement Learning Permalink

May 06, 2020

AI Journal Club at Northwestern University, Evanston, Illinois

OtoWorld: Toward Learning to Separate by Learning to Move Permalink

July 17, 2020

ICML 2020 at Self-Supervision in Audio and Speech Workshop, Austria, Vienna

Agent57: Surpassing human performance on Atari Games Permalink

October 21, 2020

AI Journal Club at Northwestern University, Evanston, Illinois

Applying Machine Learning to Crowd-sourced Data from Earthquake Detective Permalink

December 12, 2020

NeurIPS 2020 at AI for Earth Sciences Workshop, Vancouver, Canada

Earthquake Detection using Crowd-sourced Data Permalink

December 27, 2020

Podcast at Data Skeptic,

MuZero: Learning to plan in unknown environments Permalink

February 24, 2021

AI Journal Club at Northwestern University,

Using machine learning to detect wildfires Permalink

October 28, 2021

Data Science Nights at Northwestern Institute On Complex Systems,

Image-based Early Detection System for Wildfires Permalink

December 09, 2022

NeurIPS 2022 at Tackling Climate Change with Machine Learning workshop,

Teaching

Machine Learning Workshop

Cryptography Workshop

STAT461 - Statistical Machine Learning

CS496 - Advanced Topics on Deep Learning

ROSES’21 - Machine Learning

Service and leadership

• Currently signed in to 43 different slack teams