#### Characterize and analyze large datasets of random telegraph noise in bipolar transistors utilizing different **machine learning** algorithms, including **Cumulative Sum Chart**, **Hidden Markov Model**, etc. Conduct extensive statistical data analysis, extract pattern of the data and improve performances of identifying the signals implemented in **MATLAB** and **Excel**.

#### • Literature review and put together biological networks for integrative analysis of high dimensional data. • Optimized and developed analysis pipelines based on various **machine learning algorithms** implemented in **MATLAB** and **R.**