I am a PhD candidate at the University of Vienna, currently working on the project Harnessing AI to Strengthen Vaccination Communication.
During my Master’s, I developed an interest in Public Health with a focus on various kinds of spatial data analysis, while also gaining experience in IT projects. Since then, my interests have shifted toward understanding, modeling, and simulating human behavior. I leverage a toolkit of ML and quantitative social science, recently expanding my work to include LLMs.
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Spatial:
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U.S. County-Level Data Retrieval from the ACS-5 API & Basic Data Exploration
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Weighted-Clustering with Data Quality Integration
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External Drift Kriging using GS Tools
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Vaccine Hesitancy: Generate Text from Survey Data using LLMs
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Tweet Classification: Political Tweet Classification using LLMs
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Exploring a basic Neural Network: Explaining Back Propagation based on Number Identification