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laserkelvin/README.md

Kelvin Lee

“If you wish to make apple pie from scratch, you must first create the universe”

--Carl Sagan

whoami

  • High performance computing AI/ML researcher/engineer at Intel AXG
  • Former senior postdoc @ MIT Chemistry
  • Former postdoc @ Center for Astrophysics—Harvard & Smithsonian
  • 🇦🇺 Australian, identifies as Kiwi 🇳🇿, born in Hong Kong 🇭🇰, living in Boston, US 🇺🇸
  • PhD in Physical Chemistry @ UNSW Sydney: photodissociation dynamics and spectroscopy of atmospheric molecules

Interests

  • Quantifying uncertainty in quantitative sciences (thinking Bayes)
  • Reproducibility in (data) science 💾
  • Automated workflows and data pipelines 🤖
  • Problem solving with classical machine learning and deep learning 🖥
  • Key to my heart is a beautiful and informative visualization 📊 (Butterick & Tufte 💗)
  • Molecular reaction dynamics and spectroscopy afficionado

Highlights

Kelvin's Github stats

My SciPy2020 talk on Pythonic and Deep Learning Workflows in Spectroscopy

Worked on a project to have a chance to make the plot above

Pinned

  1. PySpecTools Public

    Routines for rotational spectroscopy analysis written in Python 3

    Python 22 2

  2. A repository of notebooks for teaching neural networks

    Jupyter Notebook 3 1

  3. Repository of notebooks for understanding how machine learning methods work

    Jupyter Notebook 1 1

  4. rotconML Public

    Probabilistic deep learning models for molecule identification using PyTorch

    Python 2

  5. umda Public

    Unsupervised molecule discovery in astrophysics project

    Jupyter Notebook 3

  6. Forked from cjolowicz/cookiecutter-hypermodern-python

    Hypermodern PyTorch Project Cookiecutter

    Python

660 contributions in the last year

May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Mon Wed Fri

Contribution activity

May 2022

laserkelvin has no activity yet for this period.

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