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1. 2025-11-Google-Map-Review-Analysis-and-Machine-Learning 2025-11-Google-Map-Review-Analysis-and-Machine-Learning Public

   An extended ML portfolio evolving from Monash FIT5196 coursework. Features an award-winning EDA report and a Multimodal Sentiment Classifier (RoBERTa + Swin + LoRA) trained on 5.7M Google Maps revi…

   Jupyter Notebook

2. 2025-08-SDG13-Plant-X-Website 2025-08-SDG13-Plant-X-Website Public

   Forked from ychen266/2025-08-SDG13-Plant-X-Website

   A full-stack sustainable gardening platform integrating AI-based plant disease recognition, climate-adaptive recommendations, and geospatial visualization. Built with Vue, AWS serverless architectu…

   Python

3. 2025-03-PTV-Analyzer-Website 2025-03-PTV-Analyzer-Website Public

   An interactive R Shiny dashboard analyzing Melbourne's metropolitan rail network. Features include supply-demand analysis, a custom Station Crowding Index (SCI), and network robustness simulations.

   R

4. 2023-09-Victoria-Real-Estate-Analysis-and-Prediction 2023-09-Victoria-Real-Estate-Analysis-and-Prediction Public

   An end-to-end data science project analyzing internal and external drivers of rental prices across Victoria, Australia. The project includes web scraping, data preprocessing, geospatial integration…

   HTML

5. 2023-07-NYC-Taxi-Trip-Duration-Analysis 2023-07-NYC-Taxi-Trip-Duration-Analysis Public

   A data science project analyzing NYC taxi trip durations using PySpark, from January to June 2019, including data preprocessing, geospatial visualization, and predictive modeling.

   HTML

6. 2024-03-Data-Science-for-Himalayan-Climbing-Success 2024-03-Data-Science-for-Himalayan-Climbing-Success Public

   A data science project analyzing factors that influence summit success in Himalayan mountaineering, using R and Random Forest models to generate insights from The Himalayan Database. Built fully in…

   TeX