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Hi there 👋 I'm a data scientist/machine learning engineer in the domain of astrophysics


Check out my presentations for an idea of the work I do and the occaisional low-resolution gif of solar flares!

Languages

  • Python
  • IDL
  • (when necessary) Matlab, Octave, Mathematica, SQL
  • (back in the day) C++, Java
  • (with great reluctance) HTML, CSS, Fortran
  • (in progress) Javascript

Tools

  • Git

  • bash

  • Slurm

  • ☀️ SunPy, AstroPy

  • 🐼 pandas, geopandas

  • 🧮 numpy, scipy, statsmodels

  • 📈 matplotlib, plotLy, dash, seaborn

  • 🌃 scikit-image, PIL, OpenCV

  • 🧠 PyTorch, scikit-learn, Keras

  • 📚 nltk, SpaCy

  • 🕷 bs4, scrapy

  • ☁️ GCP

   


📖 Latest Blog posts

GOES XRS daily background
Oct 19, 2022
Cropping and Combining STIX spectrograms
Sep 22, 2022
Back Projection to CLEAN Image Translation with Pix2Pix
Jun 2, 2022
Reprojecting STIX images
May 12, 2022

Erica's LinkedIn

elastufka's Projects

advent2021 icon advent2021

Advent Calendar of Code 2021 https://adventofcode.com/2021

better_ultistats icon better_ultistats

where better is relative... it's messy but there's more complete gender matchup breakdown

cata2data icon cata2data

Produce a loadable data set from a catalogue.

deepem icon deepem

Demonstrating a Deep Learning Approach for DEM Inversion

dextr-pytorch icon dextr-pytorch

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr

dino icon dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

dinov2 icon dinov2

PyTorch code and models for the DINOv2 self-supervised learning method.

dr icon dr

code for data reduction

find_my_bike icon find_my_bike

scrape tutti.ch, ricardo.ch, Facebook marketplace and use Cloud Vision API to see if my stolen bike is being resold

microblog icon microblog

A simple scoreboard web application written in Python and Flask based on the Flask Mega-Tutorial series by Miguel Grinberg.

pride_colors_plotly icon pride_colors_plotly

PlotLY and matplotlib pride flag color maps and templates to make your plots proud :)

sax-xrs_figures icon sax-xrs_figures

Dataframe and figures for SAX/XRS paper, general and project-specific posts that might be of interest to people working with solar data

stix2xspec icon stix2xspec

Convert STIX science data (L1A, L1, or L4 spectrograms or pixel data) to a format compatible with XSPEC

stixdcpy icon stixdcpy

stixdcpy is a python package that facilitates access and analysis of STIX data.

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