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Hannah Wang's Projects

customer-segmentation-analysis icon customer-segmentation-analysis

This data project employs pandas, seaborn, and scikit-learn libraries. Exploratory data analysis involved univariate analysis (histograms, KDE plots), followed by bivariate/multivariate analysis (scatterplots, pairplots) to identify customer clusters using the KMeans algorithm.

end-to-end-data-reporting icon end-to-end-data-reporting

End to end data reporting project using Azure services like Azure Data Factory for data orchestration, Azure Synapse Analytics for data warehousing, Databricks for data transformations, and Power BI for intuitive data visualization and reporting.

regex-to-fa icon regex-to-fa

Converts regular expressions into its equivalent finite automata. Project for Theory of Automata course.

toolbox icon toolbox

https://cyberzhg.github.io/toolbox/ Encoding and parsing tools.

yolov8_custom_object_detection icon yolov8_custom_object_detection

This project focuses on optimizing overpass detection using YOLOv8. It involves training the model with a custom dataset created from synchronized dashcam footage and GPS data. The objective is to refine the model's accuracy in identifying overpasses, enabling precise determination of vehicle location and timing during these instances.

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