• Developed software for General Motors as a contractor via Akkodis Staffing
• Using C++ and Python to develop in an embedded systems environment on driver assisted/autonomous vehicles as part of the connected vehicles research and development group
• Updating, maintaining, and refactoring high definition localizer module (HDLM) and developing features for crowdsourced map and map over the air (MOTA) applications for SuperCruise

• Provided automated workflows and machine learning solutions for labratory and research scale microscopy
• Used the Nvidia Jetson Nano to create a cloudless hosting of pytorch powered machine learning models.

• Used PowerBI and SQL to query datasets and provide internal data visualizations on customer and market engagement
• Performed exploratory data analysis to gather insights for marketing and strategy teams

• Conducted cybersecurity research in malware in industrial controls systems, worked with equipment like Siemens S7-1500 PLCs, GE PACSystems RX3i PLCs, and Schweitzer Engineering SEL-3555 Controllers
• Used Metasploit and ICSsploit to test publicly disclosed vulnerabilities on testbed and captured network traffic using Wireshark
• Developed a physical ontology-based intrusion detection system (POBIDS) to capture malware targeting industrial hardware and published findings
• Currently developing an artificial immune system to optimize machine learning techniques for network intrusion detection

• Performed Utility Data Analyses (UDA), Energy Star Benchmarking, Energy Audits, Monitor Based Commissioning (MBCx), and Air Handler Retro-Commissioning (RCx) for the Midwest zone
• Drafted and provided submittal drawings for Siemens Demand Flow Chiller Optimization and Siemens Green Labs projects. Largest single project valued at $775,000
• Prepared submittals for systems level controls and bid documents for solutions construction projects as part of the Design Team, including parts sizing, specifications review, and custom drawing requests
• Operations Development Program (ODP) in the Building Technologies division (BT), which provided year-long training in energy engineering, sales, and system controls basics

• Under the Major Enterprise Projects division, coordinated with the City of Detroit’s Public Lighting Authority (PLA) to provide public street lighting to Detroit.
• Surveyed area for new Redwings stadium by noting place and type of streetlight in a large neighborhood of Detroit and presenting findings to Departmental Supervisor
• Worked with the Gas Systems Planning group to optimize and streamline gas operations by updating gas systems model with current market demands
• Worked with the Michcon Gas Operations Continuous Improvement (CI) group to identify, diagnose, and correct defects such as optimizing staking processes, organizing computer training, streamlining staking reports, and creating a staking database

Department of Mechanical Engineering and Materials (Sciences November 2014 – April 2015)

• Created models and teaching materials of heat pipe technology for High School level classroom demonstrations

Department of Pharmacology and Chemical Biology (September 2012 – December 2013)

• Studied the physiological effects of various drugs on the slow baseline contractions of the bladder by conducting strip surgeries and assisted in experimental setups, presented findings at the Honors College Undergraduate Research Fair 2013