Heidi Johnson
Brigham City,UT
Summary
Completed Applied Data Science program at MIT, enhancing expertise in data science and programming. Pursuing a master's degree in Data Science at University of Texas Austin, building on a strong foundation in data analysis and physics. Experienced in python, R, mathematical modeling, dimensionality reduction, and nonlinear analysis, with a proven track record of solving complex problems and extracting insights from large datasets. Published research in peer-reviewed journals and presented at academic conferences, demonstrating commitment to advancing knowledge in the field.
Overview
4
4
years of professional experience
Work History
Graduate Research Assistant
Utah State University
Logan, United States
01.2008 - 05.2009
- Turbulence in the edge region of a tokamak plasma
- Make and implement Langmuir Probes on our plasma system, collect data, and use Linear and Nonlinear Analysis techniques on the data. Linear Techniques included basic power spectrum, correlation, cross correlation, and wavenumber-frequency Spectrum S(k,f). Nonlinear Techniques include the Bispectrum.
Graduate Research Assistant
Space Dynamics Laboratory
Logan, United States
05.2007 - 12.2007
- Principal Component Analysis applied to infrared data from the Cross-Track Infrared Sounder (CrIS) and the National Polar-Orbiting Environment Satellite System (NPOESS) Airborne Sounder Testbed-Interferometer (NAST-I) as a data compression procedure, noise filter, and retrieval technique.
Undergraduate Research Assistant
Utah State University
Logan, United States
09.2005 - 10.2006
- Investigate the carrier mobility in a phosphorous delta layer by exploring different processing conditions in an Ultrahigh Vacuum chamber.
- Utilize the Atomic Force Microscope to image the surface of silicon samples.
- Programmed a mathematical model to calibrate our thermocouple readings.
- Presented my results at the APS four corners meeting and published them in the Physical Review Journal.
National Undergraduate Fellowship in Plasma Physics and Fusion Energy
Los Alamos National Laboratory and Princeton Univ
Los Alamos, United States
06.2006 - 08.2006
- Attend a week long Intensive course on Plasma Physics at Princeton University
- Participated in a plasma physics research group and summer school at LANL
- Found the most efficient and effective way of building a bolometer array, testing it, and investigating the thermal properties.
- Presented my results at the LANL student symposium and at the APS Division of Plasma Physics annual conference.
National Nanotechnology Infrastructure Network REU Internship
Stanford University
Stanford, United States
06.2005 - 08.2005
- Participated in a graduate student research group
- Fabricated MOS capacitors at the Stanford Nanofabrication Facility (SNF)
- Investigated the electrical properties of these capacitors by measuring the capacitance-voltage characteristics.
- Published a paper on my research and gave a presentation at the NNIN convocation.
Education
Masters degree - Data Science
The University of Texas At Austin
Applied data Science Program - Leveraging AI for Affective Decision Making, Data Science
MIT Professional Education
Master's degree - Physics
Utah State University
Logan, Utah, United StatesBachelor's degree - Physics
Utah State University
Logan, Utah, United StatesSkills
- Data science and analytics
- Python and R programming
- Statistical modeling techniques
- Machine learning algorithms
- Big data technologies
- Technical writing skills
Publications
- Electron transport in Laterally confined phosphorous delta layers in silicon
- Fabrication and electrical analysis of metal bilayer electrodes for nanodevices.
Awards
Goldwater Scholar Award
Personal Information
Title: Data Scientist with a Computational Physics Background
Timeline
Graduate Research Assistant
Utah State University
01.2008 - 05.2009
Graduate Research Assistant
Space Dynamics Laboratory
05.2007 - 12.2007
National Undergraduate Fellowship in Plasma Physics and Fusion Energy
Los Alamos National Laboratory and Princeton Univ
06.2006 - 08.2006
Undergraduate Research Assistant
Utah State University
09.2005 - 10.2006
National Nanotechnology Infrastructure Network REU Internship
Stanford University
06.2005 - 08.2005
Masters degree - Data Science
The University of Texas At Austin
Applied data Science Program - Leveraging AI for Affective Decision Making, Data Science
MIT Professional Education
Master's degree - Physics
Utah State University
Bachelor's degree - Physics
Utah State University
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