Plant power prediction
Forecasting solar and wind power production.
At Searce, I worked on forecasting power production for Tata Power’s solar and wind plants.
The question was how much power a plant would produce. I trained an XGBoost model for that prediction and deployed it on Vertex AI.
My work covered both training the model and getting it into the deployed system. It was an applied ML project with a very concrete output: a forecast of plant power production.