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About Me

Hi, Iā€™m Brian Pardo, and I recently completed a PhD in theoretical astrophysics at the University of Pittsburgh.

  • Iā€™m interested in high-impact applications of machine learning and data science and continuing to learn new tools and techniques
  • Iā€™m looking to collaborate on machine learning, data science, and physics projects!
  • Connect with me on LinkedIn

Technical skills

  • Mathematics and Physics: Linear algebra, differential equations, multivariate calculus, statistics, effective field theories, general relativity
  • Programming: Python (numpy, scikit-learn, pytorch, matplotlib, Jupyter notebooks), MATLAB, Mathematica, C++, Git, Linux
  • Machine Learning: Data engineering, data visualization, deep learning frameworks, convolutional neural networks, optimization techniques

Other skills

  • Research project management
  • Analytical thinking and problem solving
  • Scientific communication to both technical and nontechnical stakeholders

Completed physics projects

  • Radiation Reaction for Non-Spinning Bodies at 4.5PN in the Effective Field Theory Approach. arXiv | To appear in Physical Review D
  • Gravitational radiation from inspiralling compact objects: Spin-spin effects completed at the next-to-leading post-Newtonian order. arXiv | Physical Review D
  • Next-to-leading order spin-orbit effects in the equations of motion, energy loss and phase evolution of binaries of compact bodies in the effective field theory approach. arXiv | Physical Review D
  • Particle decay in post inflationary cosmology. arXiv | Physical Review D
  • Photoinduced Phase Transitions by Time-Resolved Far-Infrared Spectroscopy in V2O3. Physical Review Letters

Brian's Projects

gocnn icon gocnn

using CNN to do move prediction and board evaluation for the board game Go

learning-by-doing icon learning-by-doing

a set of tasks for people to learn basic software and data science skills by completing the tasks

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