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followers: 13.0 following: 23.0 repos: 17.0 gists: 0.0

Name: Adam Malyali

Type: User

Bio: Data scientist/ ML engineer, PhD Astrophysics. Formerly @ MPE Garching, exploring ML applications within time domain X-ray astronomy.

Location: London, UK

Hi, I'm Adam, a data scientist/ ML engineer currently based in London...

✨ I previously worked as an astrophysicist for 6 years at MPE, Garching, Germany, completing a PhD and postdoc on ML applications within time domain X-ray astronomy. I also analysed the multi-wavelength time-series data from stellar tidal disruption events, which occur when stars pass too close to supermassive black holes and are torn apart by tidal forces!
🌱 Two resolutions for 2024: i) explore coding in Rust, ii) run my first marathon.
💬 Get in touch

Some projects that I've lead with publicly available code:

XCLASS: automated astronomical X-ray source classification, adapted from work completed in my PhD thesis.
eROSITA data validation: processing scripts for validation of the eROSITA source catalogues.
RadioGalFit: Radio Galaxy Detection and Characterization in the Visibility Domain using Bayesian Inference. Code developed during Masters thesis, and paper later published in MNRAS.

Adam Malyali's Projects

ahead_website

AHEAD X-ray and multi wavelength surveys school

amalyali

Config files for my GitHub profile.

bxa

Bayesian X-ray analysis (nested sampling for Xspec and Sherpa)

demo

erosita_validation

Processing script for eROSITA source catalogue.

kaggle-web-traffic

1st place solution

machine-learning-tutorial

Materials for tutorial on machine learning by Emille Ishida and Alexandre Boucaud

python-seminar

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

radiogalfit

skills-hello-github-actions

My clone repository

slurm

SLURM Example Scripts

sparsity-tutorial

Materials for tutorial on sparsity by Samuel Farrens

srctool_tests

Testing of output of SRCTOOL

tda_intro

Time-domain astrophysics resources

weirdestgalaxies

This repository contains the basic outlier detection algorithm that we use to find the weirdest SDSS galaxies.

xclass

Automated astronomical X-ray source classification.

xspec-issues

scripts triggering pyXspec bugs

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