Chaitanya Afle

Graduate Research Assistant at Syracuse University College of Arts and Sciences
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Contact Information
us****@****om
(386) 825-5501
Location
Syracuse, New York, United States, US

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Credentials

  • Supervised Machine Learning: Regression and Classification
    Coursera
    Mar, 2023
    - Nov, 2024
  • Reasoning, Data Analysis, and Writing
    Coursera
    Nov, 2016
    - Nov, 2024

Experience

  • Syracuse University College of Arts and Sciences
    • United States
    • Higher Education
    • 1 - 100 Employee
    • Graduate Research Assistant
      • May 2018 - Present

      * Implemented Bayesian parameter analysis techniques using Markov Chain Monte Carlo methods for Bayesian parameter estimation of highly stochastic gravitational-wave signals from supernovae.* Designed and developed models of supernovae signals using Principal Component analysis.* Formulated a novel method to extract power in in a signal from its time-freqeuncy spectrogram.* Connected multiple Docker and Singularity containers on HPC clusters and used HTCondor, OpenMPI to test the reproducibility and robustness of the Bayesian analysis of X-ray data from NICER - a major NASA mission onboard the International Space Station.* Performed image classification using TensorFlow between spectrogram of signals and noise transients.* 7 publications including 3 in reputed scientific journals and 3 under preparation. Multiple talks and presentations in scientific conferences. Show less

    • Teaching Assistant
      • Aug 2017 - Apr 2018

      Teaching assistant for three Physics/Astronomy courses. Responsibilities included conducting recitations, lab sessions, discussions, etc.

  • IUCAA, Pune, India
    • India
    • Research Services
    • 100 - 200 Employee
    • Research Intern
      • Jun 2016 - Jun 2017

  • Western University
    • Canada
    • Higher Education
    • 700 & Above Employee
    • Summer Research Intern
      • May 2015 - Jul 2015

Education

  • Syracuse University
    Doctor of Philosophy - PhD, Physics
    2017 - 2023
  • Indian Institute of Science Education and Research (IISER), Pune
    Master of Science - MS, Physics
    2011 - 2016
  • The Emerald Heights International School, Indore
    Science
    2008 - 2010
  • Choithram School

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