CoFi | Geospatial Infectious Disease Outbreak Visualiser Webapp
● Created a 3D map visualiser capable of playing back smoothly crowd movements from 385 million Wi-Fi session data entries.
● Built a data pipeline to load 2.5 months of Wi-Fi session data from a PostgreSQL data warehouse in 30 seconds.
● Presented a live demo to academic and industry researchers at the IEEE MDM 2021 virtual data science conference.
Tools: Python, JavaScript, React, Redux, Mapbox, DeckGL, MUI, PostgreSQL
Source: github.com/NUS-IDS/cofi/tree/master/src/viz Website: ids.nus.edu.sg/cofi.html
JarvisDHL | Cardiovascular Disease Risk Scoring Quiz
● Wireframed and improved usability of a responsive web quiz for elderly hospital patients based on feedback from cardiologists.
● Translated scikit-learn model Jupyter notebooks for disease risk prediction into maintainable code for a webapp prototype.
Tools: Python, Flask, JavaScript, React, Redux, MUI, React Hook Form, Yup, Figma
javascript python3 postgresql ReactJS Mapbox figma Redux responsive design