Andu Nguyen

A platform for trading energy from batteries by buying the energy at low prices and selling it at high prices. The platform includes four main components: data fetching, price forecasting, buy and sell optimization based on price forecasts, and submission of trading bids. The platform has been very successful, scaled to many projects across the globe, and generates tens of millions in revenue per year per project.

A product that forecasts flood risks for the next three days in real time for multiple cities. It's used to support evacuation efforts when a flooding event is forecasted for the cities of interest. The forecast shows the level of flooding every hour for the next three days down to three-meters-by-three-meters resolution on the ground for tens of cities in Japan.

The key components of the product include weather forecast data fetching, flood model runs, a scalability pipeline to process the streamed data output, the database that stores the data, and the interface that shows the 2D flooding map as time-series data.

A software product for forecasting and simulating the impact of integrating a large amount of solar energy into power grids. Key components include data ingestion, solar forecasting, power grid simulation with forecast data, impact analysis, and visualization. The product was developed in a joint effort and later adopted by the NREL of the United States. Numerous research papers were written, and several policies and standards were changed as a result of this product's usage.