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Fernando Aristizabal


I'm a data scientist with experience in:

  • programming languages Description of image Description of image Description of image Description of image Description of image Description of image Description of image
  • geospatial data and software Description of image Description of image Description of image Description of image Description of image Description of image
  • machine learning Description of image Description of image Description of image
  • flood inundation mapping Description of image
  • remote sensing Description of image Description of image Description of image Description of image Description of image
  • statistical analysis and evaluations Description of image Description of image Description of image Description of image
  • visualization Description of image Description of image Description of image Description of image Description of image Description of image
  • databases Description of image Description of image
  • computing environments Description of image Description of image Description of image Description of image Description of image
  • AI Tools Description of image Description of image

  • 🔥 My Stats :

    Fernando Aristizabal's Projects

    combination-generator icon combination-generator

    Combination generator and solver using Knuth-Morris-Pratt and Longest Common Subsequence algorithms.

    dem2basin icon dem2basin

    Preprocessing scripts to produce watershed-delineated input files to GeoFlood from standard source data

    gopass icon gopass

    The slightly more awesome standard unix password manager for teams

    gval icon gval

    A Python framework to evaluate geospatial datasets by comparing candidate and benchmark maps to compute agreement maps and statistics.

    hdf2text icon hdf2text

    Prints HDF5 files to stdout as ASCII text using Pandas and PyTables.

    hyriver.github.io icon hyriver.github.io

    A Python software stack for retrieving hydroclimate data from web services.

    inundation-mapping icon inundation-mapping

    Flood inundation mapping and evaluation software configured to work with U.S. National Water Model.

    lisflood-fp-bmi icon lisflood-fp-bmi

    Model repository of LISFLOOD-FP model version 5.9 with Basic Model Interface (BMI) functionality

    project1 icon project1

    Application of dimensionality reduction techniques on high dimensional Hyperspectral data including Principal Component Anaylsis, Hierarchical Dimensionality Reduction, Minimum Noise Fraction, and Downsampling for classification tasks.

    py3dep icon py3dep

    A part of HyRiver software stack for getting topography data within the US through 3D Elevation Program (3DEP)

    pygeohydro icon pygeohydro

    A part of HyRiver software stack for accessing hydrology data through web services

    pygeoogc icon pygeoogc

    A part of HyRiver software stack for accessing ArcGIS RESTful-, WFS-, and WMS-based web services.

    pyvalmet icon pyvalmet

    Evaluation metrics for quantifying error and skill with categorical and continuous variables.

    rivr icon rivr

    An R package for open-channel hydraulics

    rs-fim-gsp icon rs-fim-gsp

    Remote Sensing based flood inundation mapping utilizing unsupervised classification and graph signal processing.

    taudem-test-data icon taudem-test-data

    Data for testing TauDEM. This is held in a separate repository so as not to make the code repository too bloated.

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