Application Development

NPSWebApp - Kiosk Info Desk

Provided tools to assist users in state and designation filtering, name and keyword search with JavaScript and AJAX
Listed details about specific visitor centers and displayed alerts, articles, etc. about a selected destination

https://github.com/GRMDS/RMDS_Coronavirus_project/analytics/Clara
https://github.com/GRMDS/RMDS_Coronavirus_project/blob/master/SIR/social_distancing
Extracted and visualized data from provincial and city datasets in China using PCA analysis, with seaborn and sklearn libraries from Python
Cleaned and merged data from hospital dataset, and classify with decision-tree in Python
Created workflows for the simulation and time-series analysis of infection rate in Los Angeles

Implemented Camera API in Android Studio
Researched on image-classification and text-recognition with Google Vision API and Tesseract OCR

https://github.com/uiuc-sp19-cs126/final-project-Clara9
Preprocessed datasets of Amazon reviews in Python into personality types (the MBTF scale) using sent2vec and word embedding
Classified, trained the preprocessed dataset with KNN algorithm, in C++
Predicted labels of 1000 data items