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abhi0395/README.md

Hi there πŸ‘‹ Nice to meet you!

  • πŸ”­ I'm an astrophysicist (postdoc) working with the Dark Energy Survey Instrument (DESI) collaboration at Lawrence Berkeley National Lab, Berkeley, CA, USA. I am a core DESI data system, management, and galaxy quasar science group member.

  • 🌱 I work with large astronomical datasets, especially images and spectra of galaxies and quasars, to extract physical properties that can offer insights into their formation and evolution. I am also deeply interested in developing efficient and optimized algorithms and tools to analyze astronomical datasets and perform statistical studies, particularly spectral reduction, modelling galaxy spectra and measuring their distances/redshifts. I use a combination of machine learning algorithms (such as PCA, NMF, regression, and statistical learning) and physical models to perform detailed studies of astronomical data sets.

  • πŸ‘― I’m looking to collaborate on data science-related projects in real life and would like to learn more from the community.

  • 🌱 I also write a lot of code (mostly in Python and jupyter notebooks, though I do bash scripting sometimes for my work). I have experience working with HPC systems, slurm job manager, cron jobs and GPUs (though I am a beginner at it now).

  • πŸ“« Feel free to get in touch with me at [email protected]

  • 🌐 See my website for more details about my research and interests: https://abhi0395.github.io/

  • πŸ“« See my updated CV at : https://github.com/abhi0395/mycv

Have a great day!

Pinned Loading

  1. qsoabsfind qsoabsfind Public

    Doublet finder in QSO spectra

    Jupyter Notebook

  2. abhi0395.github.io abhi0395.github.io Public

    My personal website

    HTML 1

  3. NonnegMFPy NonnegMFPy Public

    Forked from guangtunbenzhu/NonnegMFPy

    Vectorized Nonnegative Matrix Factorization with heteroscedastic uncertainties and missing data

    Python

  4. redrock redrock Public

    Forked from desihub/redrock

    Redshift fitting for spectroperfectionism

    Python

  5. SetCoverPy SetCoverPy Public

    Forked from guangtunbenzhu/SetCoverPy

    A heuristic solver for the set cover problem

    Python

  6. mycv mycv Public

    My CV

    TeX