Climate Risk visualization
This interactive Streamlit dashboard was developed to visualize predicted wind-related risks and damages across Australia. It serves as a powerful tool for stakeholders in insurance, disaster management, or infrastructure planning to assess and interpret spatial patterns of wind risk and potential loss. Key Features: ? Interactive Map Interface: Users can click on any location on the map to view detailed data such as predicted damage, damage ratio, and associated risk scores. ? Portfolio-Level Damage Analysis: The dashboard computes and displays aggregated damage metrics for asset portfolios, providing a high-level view of risk exposure. ? Real-Time Interactivity: Upon selecting a location, contextual insights and computed statistics are dynamically updated and presented in the UI. ? Geospatial Visualization: Wind risk data is overlaid on a geographic map, making spatial patterns easily identifiable. Purpose & Impact: The tool enhances risk communication and decision-making b
About Me
Software Engineer with a strong background in Machine Learning Research and Development. I am a lifelong learner and collaborative team player committed to delivering innovative solutions that address complex business problems. Fields of Interest: Computer Vision | Natural Language Processing | XAI | Data Visualization | Time Series Modeling | Agentic AI
