 Field engineer for the largest in theatre digital advertising network in the United States. Responsible for installing and testing new and existing technologies in the field. Specialize in planning, executing and analyzing field tests to validate the performance and reliability of network equipment.  Routinely apply data science methodology to asset related audit data to identify underperforming areas of the advertising network. Results from routine analysis were then used to develop preventative maintenance solutions that helped cut revenue loss due to advertisement downtime. Develop clustering models using K-means and DSCAM algorithms from audit data to identify areas of the advertisement network with high asset failure rates.  Routinely apply exploratory data analysis to audit data to identify pattern and trend on the network