Research Overview for Weather Prediction System

Good morning everyone. I’m Debsmith Chakraborty, the Research and Literature Reviewer for our Smart Weather

Prediction System. My work involved studying existing environmental monitoring technologies,

IoT-based weather stations, and machine learning techniques used in meteorology.

This helped us identify the strengths and limitations in current weather prediction approaches.

I reviewed scientific papers, sensor performance studies, and API integrations

— which shaped our system’s foundation. For example, studies showed that IoT-based monitoring

improves hyperlocal accuracy, and Random Forest models achieve high performance in recognizing

weather patterns, which guided our model selection. This research ensured that every technical