Technical Knowledge Intermediate
Summary
Experience building custom neural network architectures and applying machine learning to real-world problems. Implemented an Echo State Network from scratch for k-step ahead time series forecasting, including hyperparameter optimization. Applied data mining and classification techniques to healthcare data, resulting in three IEEE-published papers on predicting Long COVID cases.