From 5346f46686004485532f8fb9f412e2392ad66f22 Mon Sep 17 00:00:00 2001
From: Ray Schireman <41241487+rschireman@users.noreply.github.com>
Date: Sat, 2 Dec 2023 19:41:25 -0500
Subject: [PATCH] add exp

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 README.md | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/README.md b/README.md
index fb00798..c8cf6f0 100644
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@@ -6,10 +6,27 @@ Dissertation: "_Accelerating Theoretical Anharmonic Vibrational Analyses with Ma
 
 ### B.S., Biochemistry | Southern Oregon University (_June 2019_)  
 
+Capstone Thesis: “_Evaluation of Deep Eutectic solvents as extraction media for flavonoids from Mahonia aquifolium_”
+
 ## Experience
 
+### Graduate Research Assistant
+
+- Led research efforts in applying machine learning methods to simulate solid material properties using neural network potentials (NNPs), leading to a 100x reduction in the prediction time of desired material properties.
+- Applied advanced Graph Convolutional Neural Networks (GCNs) expertise to revolutionize computational chemistry, driving automated data distillation processes for efficient data handling and annotation reduction.
+
+- Utilized distributed training strategies to scale model training across multiple GPUs on HPC clusters, allowing for rapid prototyping and reducing training time to production by 20 %.
+- Presented results/findings at technical conferences and furnished several publications highlighting the application of techniques to simulate material properties.
+- Created compelling and informative data visualizations to effectively communicate complex insights and trends to diverse audiences, resulting in enhanced understanding and informed decision-making.
+
+- Designed and implemented automated methodologies to generate and process high-quality datasets from unstructured data on state-of-the-art high-performance computing resources, reducing the time to generate datasets for material property prediction by 75 %.
+
+
 ## Projects
 
 ## Presentations
 
+-  “_Anharmonicity of Ice-XI with the VSCF and VCI Models_”, UVM Student Research Conference 2020, Poster Presentation
+
+
 ## Publications
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