My Profile

John Aiken

Scientist

Research Interests

Computers, Learning, Data Science

Skills

  • Python

  • Pandas, SciPy, NumPy, sqlalchemy, jinja2, flask, sklearn
  • Visualizations

  • Gephi, matplotlib, basemap
  • Software

  • IPython notebooks/Jupyter, Microsoft Excel, Visual Studio, Oracle VM Virtual Box, Microsoft Office, GIMP, putty, Filezilla, Adobe Premiere, Coursera MOOC platform, Webassign online homework platform, LaTeX, Google Fusion Tables
  • Web and Database

  • Microsoft SQL Server, mySQL, DokuWiki, AWS (S3), bootstrap, javascript, html
  • Version Control

  • Git, Github
  • Other Skills

  • Statistics, professional development, desktop computer administration, people management, technical writing, public speaking

Research Experience

PhD Candidate

Centre for Computing in Science Education, Department of Physics, University of Oslo, 2017 - present
  • Building models of student choice in their undergraduate education to understand the pathways they take from freshman year to graduation.
  • Mentoring MS students.

Researcher, Developer

Helmholtz Centre Potsdam GFZ German Research Centre for Geosciences, 2016 - 2017
  • Taught course on python for geophysics students.
  • Developing tool for statistical seismology.
  • Investigating b-value correlations to physical phenomena.

Data Mining Consultant

Michigan State University, University of Colorado - Boulder, University of Tokyo, 2015 - present
  • Developed tool that uses Google APIs to visualize seismic activity. [link]
  • Built models and used descriptive statistics to investigate “on-ramps” and “off-ramps” Michigan State University students take when pursuing a physics major.
  • Redesigned reporting application for a University of Colorado Boulder’s survey used by 50+ universities worldwide. [Example of Report]

Research Associate I

Georgia Institute of Technology, 2013 - 2015
  • Analyzed video clickstream data. Found that students attend to specific task oriented information while possibly ignoring higher order discussions.
  • Compared different student populations use of video lectures.
  • Built a social network from online course forums that could identify students and instructors based on connections.
  • Led professional development workshops for high school teachers training them to teach python in their classrooms.

Education

M.S. Physics - Georgia State University

2010 - 2013

B.S. Physics - Georgia State University

2008-2010

Publications

Interests

Making