Jonathan Florez, Ph.D. work email
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Jonathan Florez, Ph.D. personal email
I am a data scientist who specializes in understanding the light properties of objects. Trained as a PhD astrophysicist, my research has involved analyzing imaging data from numerous sources and then modeling the light properties of objects present in the imaging data to gain physical insights about naturally occurring processes. Throughout my research I have developed and applied numerous computational, statistical, and machine learning techniques to tackle complex problems, including bootstrapping techniques, clustering algorithms, convolutional neural networks (CNNs), random forests, and multivariate tests for equal distributions. I currently work for a small medical startup and am involved in all aspects of the company’s development, although I particularly specialize in analyzing and modeling imaging data as well as improving the efficiency of the data analysis and modeling pipelines.
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Senior Data ScientistAstradxSan Diego, Ca, Us -
Senior Data ScientistAstradx, Inc. Mar 2022 - PresentUnited States
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Graduate Research AssistantThe University Of Texas At Austin Sep 2015 - Aug 2021Austin, Texas, United States- Developed clustering algorithms to identify specific types of galaxies- Performed multivariate tests for equal distributions for different populations of galaxies - Modeled spectra for ~400,000 galaxies using the TACC supercomputer - Developed Python routines to visualize spectra and statistically analyze galaxies and cosmological simulations to inform galaxy growth -
Teaching AssistantThe University Of Texas At Austin Jan 2019 - May 2021Austin, Texas, Usa- Developed and taught a Python tutorial for the Introduction to Research Methods course offered at UT Austin. Covered topics include: - Jupyter Notebooks - Pandas - Simple functions with Numpy- Data visualization with Matplotlib -
National Science Foundation (Nsf) Reu StudentColumbia University In The City Of New York Jun 2012 - Aug 2012Greater New York City Area- Performed spectral analysis of high-energy astronomical sources. Involved in early stages of testing a new high-energy detection telescope. -
National Science Foundation (Nsf) Reu StudentThe University Of Chicago Jun 2011 - Aug 2011Greater Chicago Area- Modeled galaxies in massive clusters and gravitationally lensed systems using GALFIT
Jonathan Florez, Ph.D. Education Details
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Astronomy And Astrophysics -
Astronomy And Astrophysics -
Physics And Astronomy -
Physics
Frequently Asked Questions about Jonathan Florez, Ph.D.
What company does Jonathan Florez, Ph.D. work for?
Jonathan Florez, Ph.D. works for Astradx
What is Jonathan Florez, Ph.D.'s role at the current company?
Jonathan Florez, Ph.D.'s current role is Senior Data Scientist.
What is Jonathan Florez, Ph.D.'s email address?
Jonathan Florez, Ph.D.'s email address is jo****@****adx.com
What schools did Jonathan Florez, Ph.D. attend?
Jonathan Florez, Ph.D. attended The University Of Texas At Austin, The University Of Texas At Austin, Fisk University, Clemson University.
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