Mohamadreza Ariannik

1. Created online and offline geomagnetic field monitoring systems in Python; gained extensive experience in using Python libraries such as numpy, pandas, scipy, skimage, wavelet, and Matplotlib 2. Processed large data sets of geomagnetic field signals stored in SQL database using machine learning algorithms 3. Developed algorithms to discover patterns in the geomagnetic field data 4. Held teaching assistantships for six EECS courses over four years

1. Measured electromagnetic waves in an ABB transformer tank at 40 GS/s by Ultrahigh frequency (UHF) antennas 2. Processed large data sets of UHF signals in MATLAB and detected outlier data using Fuzzy c-means clustering method to locate faults by a geometric triangulation algorithm in a 3D transformer model 3. Applied correlation and regression analyses to thousands of UHF signals