We frequently discuss climate change through macroeconomic frameworks: rising sea levels, agricultural disruptions, or extreme grid volatility. But from a data science perspective, some of the most alarming climate shifts are happening at a microscopic velocity.
When ambient surface temperatures cross specific thermodynamic thresholds, they don’t just change the weather; they change the biological processing speed of vector-borne pathogens.
I have completed the development of a single-screen, privacy-first Dengue Climate Spread Simulator application. The project couples a non-linear thermodynamic epidemiological engine with a grounded, state-aware AI Epidemiological Consultant.
