Ayush Prasad

Hi! I am a Master's student at the University of Helsinki studying Computational Methods. I'm currently a Research Intern at Finnish Meteorological Institute where i'm working on devleoping machine learning based models of the cryosphere. Previously, I worked on backend and data roles at Keysight and NatureDots. I like contributing to open-source software and have contributed to the development of an ecosystem modeling toolbox PEcAn, as a part of Google Summer of Code '20 and '21.

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Writings

2020-08-31
My Google Summer of Code Experience

Projects

Forecasting Marine Heatwaves with Machine Learning: Marine Heatwaves have an drastic effects on aquatic ecosystems, in this work we explored the use of ML methods to predict MHWs upto a year in advance
ICOS pipeline to PEcAn: My GSoC project on connecting ICOS data stream to PEcAn
Scheduling system for solar power stations: A machine learning based scheduling system for solar power stations to operate them more efficiently