Don't worry, I won't eat you.
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I'm Shiv Shankar Singh, and I'm on a mission to decode the universe using astrophysics and machine learning. To the outside world, I'm an astrophysicist and data science professional, but secretly I spend hours diving deep into cosmic phenomena and large datasets to make sense of the world, and possibly, the universe.
I specialize in creating machine learning models to enhance our understanding of cosmic phenomena. I have a Master's degree in Physics from IISER Mohali with a specialization in Applied Data Science and Machine Learning from the University of Michigan.
From predictive modeling to insightful data visualization, I use various techniques and algorithms to derive meaningful insights from complex datasets.
I collaborate with the Weather and Climate Modelling group at IISER-M, where I develop automated systems to project future climate conditions.
Holding a Master's degree in Physics from IISER Mohali and a minor in Data Science and Machine Learning, I am also specialized in Applied Data Science and Machine Learning from the University of Michigan.
Open to collaborations and looking for opportunities to contribute to both academia and industry.
| Repository | Information | Still Active? |
|---|---|---|
| A Python Library for Climate Indices. It provides a systematic and convenient interface for preprocessing climate data and calculating a wide range of climate indices. | Yes. | |
| Climate Data Analysis course at IISERM. Contains all the files and datasets. | Yes. | |
| A climate model evaluation toolkit with statistical metrics and regridding support. Includes a GUI version for smaller datasets. | Yes. | |
| Educational platform designed for early-career climate scientists to explore and learn climate data analysis with interactive modules. | Yes. | |
| Website for Foundation Day at IISER Mohali using HTML, CSS, and JavaScript. | Yes. | |
| Repository for GW Open Data Workshop #6. Contains material to support the workshop, tutorials, and a Data Challenge. | No. | |
| Repository for the talk given as part of the Astronomy Club of IISER Mohali. Contains material for python implementation of N-Body simulation using Barnes-Hut algorithm. | No. |