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Tirimo mundima
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Tirimo mundima
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Achievement: Pull Sharkx2

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@EmoryMLIP

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mmadondo/README.md

👋 Hi there!

My name is Malvern Madondo and I am a Computer Science researcher specializing in machine learning and applied math in biomedicine. I recently earned my PhD in Computer Science from Emory University, following my undergraduate studies in Computer Science/Information Systems and Mathematics at The College of St. Scholastica.

Currently, I am advancing my research at the intersection of Reinforcement Learning and Optimal Control, focusing on adaptive treatment interventions in critical areas such as radiation therapy, glucose regulation, and neuromodulation.

🌐 Website: mmadondo.github.io

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  1. HH_control HH_control Public

    Code for "Learning Control Policies of Hodgkin-Huxley Neuronal Dynamics." (https://arxiv.org/abs/2311.07563)

    Jupyter Notebook

  2. IBM/SWATgym IBM/SWATgym Public

    SWATgym: a reinforcement learning environment for crop management.

    Jupyter Notebook 13 2

  3. chaos-lstm-rnns chaos-lstm-rnns Public

    Independent study and research on modeling chaotic systems using Long Short Term Memory recurrent neural networks.

    Jupyter Notebook 5 1

  4. tgibbons-css/Keras_LSTM tgibbons-css/Keras_LSTM Public

    Working with Malvern on Keras using Tensorflow to do time series predictions

    Jupyter Notebook 2 1