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Richard's Projects

aviation-accident-analytics icon aviation-accident-analytics

A thorough analysis of various data science problems related to aviation accidents. Jupyter notebook was used for this project.

crowdxpress icon crowdxpress

A GUI crowd level system that keeps track of menu and crowd levels of canteen stores. Implemented in python 3.8.

loandefaultanalytics icon loandefaultanalytics

A GUI loan default prediction tool with over 85% prediction accuracy. The dataset is from lending club, and the model is trained in R

pneumonia_classifier icon pneumonia_classifier

deep learning pneumonia classifier using transfer learning. Model achieves 96% accuracy. A web widget was created to upload photos for live classification

scsp_cvar_vqe icon scsp_cvar_vqe

This is the code base for the paper: Risk-aware Quantum Algorithms for Stochastic Network Route Optimization

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