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update about
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HaynesStephens committed Oct 10, 2023
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layout: about
title: about
permalink: /
subtitle: I teach machines how to make a cleaner world :)
subtitle: Leveraging technology and policy to confront climate change

profile:
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social: true # includes social icons at the bottom of the page
---

**Hello!** 😁
**Hello!**

I am a **Research Engineer** at the University of Chicago. I develop and implement **demand-side response** solutions using state-of-the-art machine learning models and operations research, heavily focused on data-driven and scalable control techniques for distributed energy assets, e.g., electric vehicles, batteries.
I am a **Researcher** at the University of Chicago in the Department of Geophysical Sciences. I use original machine learning models and data science to understand the impacts of climate change on U.S. agriculture, working with large datasets from observational records and model output.

I am also an active core team member at [Climate Change AI (CCAI)](https://climatechange.ai), currently growing 🌱 a **Power Systems Working Group** to create an open-source research-oriented community. Join our Discord server [here](https://discord.gg/7M3MeSKr3g)!
I am also a graduate student researcher at [The Center for Robust Decision-making on Climate and Energy Policy](http://www.rdcep.org/), currently working to unveil the history of U.S. energy infrastructure and lessons for the future.

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### research interests

My research passion lies at the intersection between power systems modelling and machine learning applications – lately I've been super interested in ***reinforcement learning***, ***graph neural networks***, and ***causality*** applications for the power grid.
I am looking to apply my technical research skills toward decarbonization projects, with a growing research passion toward optimizing the energy sector – lately I've been interested in ***grid-enhancing technologies*** and ***virtual power plants*** using artificial intelligence.

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