William Ritchie Email & Phone Number

Troy, MI, US

• Developed machine learning predictive models to forecast personnel retention and identify key factors for the Air Force Research Laboratory
• Created classification model with 70% accuracy, and planned and developed an initial regression model to help client forecast departures
• Applied data methods and techniques such as feature selection, data encoding, classification modeling and accuracy testing
• Used Agile methods, including progress updates with team and client meetings to ensure satisfaction
• Utilized tools such as Pandas, Bitbucket, XGBoost ML library, NumPy, Seaborn and Matplotlib

Ann Arbor, Michigan, United States

• Designed / specified components and assembled PCBs with embedded hardware team
• Learned skills such as creating PCBs in Altium, PCB soldering, and teamwork in an engineering group

Mason, Ohio, United States

- Developed customer service and leadership skills while focusing on ensuring customer satisfaction- Learned communication and teamwork skills and used them to promptly respond to issues