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dypy's Introduction

Hello there!

I'm a research software engineer specializing in:

  • ๐Ÿ—บ spatial analysis
  • ๐Ÿค” decisions support applications
  • โฌ† and optimization modeling

especially for water, environmental, and agricultural questions in California and the western United States.

In support of this, I do full stack engineering with skills including:

  • ๐Ÿ“€๐Ÿ Software engineering in Python, Javascript (HTML + CSS, etc too), R, Perl, and more, with expertise with numerous frameworks and libraries;
  • ๐Ÿ–ฅ DevOps with server provisioning and security
  • ๐Ÿ“Š Data visualization with interactive and static graphics
  • ๐Ÿ—บ Spatial analysis, visualization, and teaching in both open source and proprietary toolchains
  • ๐Ÿ“ ETL pipelines and data management for research and applications too small for large data management platforms.

Repositories

Check out the pinned repositories below, but in addition, here are some other cool public repositories I've worked on:

Portfolio

You can find my portfolio at https://nicksantos.com - note that as of May 2024 it remains a bit out of date, but I'm working on it.

dypy's People

Contributors

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Stargazers

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Watchers

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Forkers

nanshany1993

dypy's Issues

Fix test suite

After recent refactoring, tests are currently failing. Need to be reworked to handle new availability_function in StateVariables instead of using max_selections

Reducers aren't implemented

Reducers have a skeleton, but aren't actually implemented yet and have no point that they are automatically called if provided.

Every other spot in the code that utilizes state variables does take into account multiple state variables, and in fact, you can still run a multi-state problem, so long as all states represent a choice rather than an external uncertainty, because each state can use an availability_function to dictate which options remain at each stage.

When some states are externally driven and uncertain (eg, stochastic dynamic programs), then a reducer may be necessary, so it would be good to implement them.

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