 Development and evaluation of system requirements for V2I sensors to maintain safety andoperational performance Assist and evaluate signal processing algorithm for Chip-Enabled Raised Pavement Markers(CERPM) output data Collect physical data using GNSS Trimble Geospatial sensor

• Conducted literature reviews and data analysis for a study on how engineering requirements can address real world hazards and resilience associated with the operation of an autonomous vehicle using GNSS, HD Maps, and Weather Sensors.• Designed and executed experiments, collecting, and analyzing data to support the necessity of engineering requirements for AVs perception systems using ROS and Python.• Integrated and Initiated multiple sensors to a research vehicle.

Undergraduate Research Assistant in the Energy Efficient and Autonomous vehicles lab at Western Michigan University. Assisting in research including autonomous vehicle infrastructure, perception in adverse weather, resilience engineering, and energy-efficient operational techniques.

 Lead meetings with both parents and players to communicate the goals and expectations of the season Motivated athletes to become more effective through training habits learned from research and experience Cultivated strong work ethic by demonstrating patience and respect for others on the team Provided key intelligence to develop recruitment plans

 Closed gaps in preparation workstations for opening shifts Collaborated with other cooks to ensure the kitchen could function at maximize productivity Prepared orders with high accuracy during periods of multiple orders