Thomas Cassidy Email & Phone Number

Plano, Texas, United States

- Collaborated with a team to develop an automated Power BI dashboard, providing real-time visualizations of a customer's 5G and LTE Radio Access Network (RAN) performance for enhanced operational insights - Developed Python scripts utilizing multithreading to collect data for 80+ network features via internal APIs and stored cleaned data in a MySQL database - Streamlined the data gathering process using batch files and Windows Task Scheduler, enabling daily updates - Designed Power… Show more - Collaborated with a team to develop an automated Power BI dashboard, providing real-time visualizations of a customer's 5G and LTE Radio Access Network (RAN) performance for enhanced operational insights - Developed Python scripts utilizing multithreading to collect data for 80+ network features via internal APIs and stored cleaned data in a MySQL database - Streamlined the data gathering process using batch files and Windows Task Scheduler, enabling daily updates - Designed Power BI dashboards to track key performance indicators (KPIs) over time, identifying underperforming network cells or regions for proactive issue resolution Show less

Charlottesville, Virginia, United States

Assisted in developing software for data analysis and image processing, specifically for FLIM and FRET microscopy.- Fixed software bugs and wrote documentation for FLIManalyzer, a Python-based tool for FLIM image analysis.- Investigated dimensionality reduction techniques for FLIM data, including PCA and an ML-based method (autoencoder), to explore relationships among FLIM parameters and identify robust methods for representing changes in cellular metabolic states.- Used the… Show more Assisted in developing software for data analysis and image processing, specifically for FLIM and FRET microscopy.- Fixed software bugs and wrote documentation for FLIManalyzer, a Python-based tool for FLIM image analysis.- Investigated dimensionality reduction techniques for FLIM data, including PCA and an ML-based method (autoencoder), to explore relationships among FLIM parameters and identify robust methods for representing changes in cellular metabolic states.- Used the Kolmogorov-Smirnov Test and other data visualizations to compare dimensionality reduction techniques.- Researched and tested machine learning algorithms for cell segmentation, such as CellProfiler and CellPose, to enhance efficiency and accuracy over manual segmentation. Show less

Bachelor Of Science - Bs, Computer Science

Activities and Societies: Treasurer for the Virginia Alpine Ski and Snowboard Team (VASST), HooHacks team member, undergraduate research.

Education record

Activities and Societies: Co-Captain of Varsity Cross Country, Track and Field, Co-President of Gaelic Society, Peer Math Tutor, Retreat.