Troy Mayer
Undergraduate Data Science Researcher in Partnership with Caterpillar @ Purdue University
About
I'm a sophmore at Purdue University majoring in Mechanical Engineering, Applied Statistics, and minoring in Economics. I am interested in opportunities to apply my technical and interpersonal skills while deepening my understanding and enhancing my capabilities. I look forward to connecting with like-minded individuals and exploring experiences that will allow me to contribute to impactful projects while furthering my professional development.
United States
Westfield
Entertainment
Python (Programming Language), Data Analysis, Statistical Data Analysis, Research Skills, Research Writing, Testing, Electronics, Engineering Research, Manufacturing, Computer-Aided Design (CAD), Creo Parametric, Communication, Interpersonal Skills, Customer Service, Microsoft Excel, Siemens NX
Experience

Undergraduate Data Science Researcher in Partnership with Caterpillar
• Integrating LSTM neural networks and Monte Carlo simulations within the application to forecast material usage trends and optimize manufacturing costs. • Developing a full-stack dashboard using Python to centralize paint material tracking and streamline data collection. • Engineering data pipelines and Power BI visualizations to consolidate legacy data sources, identifying key process improvements.

Undergraduate Research Assistant
West Lafayette, Indiana, United States
Soft adaptive systems and structures research for Dr. Alex Chortos research group • Formulated and synthesized 10 variations of ionic dielectric gels, optimizing chemical composition to achieve an increase force output by over 50%. • Engineered 15+ custom test fixtures using Fusion to optimize the experimental testing workflow, improving the evaluation of dielectric materials. • Developed a data pipeline using LabVIEW for high-speed acquisition and MATLAB for comparative analysis, processing datasets of 50,000+ points to quantify material displacement to within .01 mm. • Applying DIW 3D printing and handwritten G-Code to fabricate functional gel prototypes with complex geometries for industry applications

NPD Engineer Intern
Florham Park, New Jersey, United States
• Utilized Creo Parametric and engineering stress analysis to design 30+ custom rotary valve components (spring canisters, actuator connections), ensuring structural integrity in detailed 3D models and engineering drawings. • Executed G-code CNC and manual machining operations (lathe, band saw) to manufacture different precision piston components, holding strict tolerances of +/- 0.05 mm for prototype developmental testing. • Used Excel to analyze performance data points to identify mechanical deadband in actuators, authoring a new assembly procedure that successfully decreased the deadband by over 10%.

Course Master
Scotch Plains, New Jersey, United States
- Facilitate and supervise obstacles and course activities for groups of children. - Ensure a safe and engaging environment. - Supervise camper safety, provide first aid as needed and enforce camp rules to prevent accidents.
Troy Mayer's Contact Information
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