CRYSTAL STATEN
Valdosta
Summary
Innovative Mechanical Engineer with a doctoral degree in Mechanical Engineering. Delivered advanced computational modeling, CAD/CAM integration, and AI-based predictive maintenance solutions while leading cross-functional teams to optimize industrial workflows. Focused on driving complex R&D projects and consistently achieving project goals through strong collaboration and adaptability.
Overview
1
1
Language
9
9
years of professional experience
Work History
Senior Mechanical Engineer & AI Researcher
Outlier ai
01.2023 - Current
- Implement a predictive maintenance model with AI technology that will cut down on hardware downtime by 25%.
- Utilized CAD-based digital twins and current sensor data to enhance machine performance.
- Guided young engineers in system design processes in technical writing and in the design of larger systems.
AI Engineer
ExxonMobil
01.2020 - 01.2023
- Developed scalable AI solutions that enhanced operational efficiency of heavy machinery.
- Collaborated with data science teams to implement machine learning pipelines for monitoring structural health.
- Developed and optimized machine learning models to improve predictive analytics for operational efficiency.
- Implemented AI algorithms to enhance data-driven decision-making across various engineering projects.
- Led cross-functional teams in deploying AI solutions, driving innovation within project workflows.
Software Engineering Analyst
Oracle NetSuite
01.2018 - 01.2020
- Streamlined software deployment procedures while providing robust backend support for engineering software applications.
- Analyzed system requirements to enhance software functionality and user experience.
- Collaborated with cross-functional teams to identify and resolve technical issues efficiently.
- Developed detailed documentation for software specifications and implementation processes.
Education
PhD - Mechanical Engineering
University of Georgia
Athens,Georgia.11-2027
Bachelor of Science - Mechanical Engineering
Virginia State University
Petersburg, VAMaster of Science - Mechanical Engineering
University of Georgia
Athens, Georgia. 04.2001 -
Skills
Engineering design
Computer-aided design
Modeling simulation
Engineering analysis
Design optimization
Fluid mechanics
Materials selection
Manufacturing processes
Prototyping
Sustainability engineering
Engineering standards
Project management
Affiliations
- Member of the American Society of Mechanical Engineers (ASME)
- Member of IEEE (Institute of Electrical and Electronics Engineers)
Timeline
Senior Mechanical Engineer & AI Researcher
Outlier ai
01.2023 - Current
AI Engineer
ExxonMobil
01.2020 - 01.2023
Software Engineering Analyst
Oracle NetSuite
01.2018 - 01.2020
Master of Science - Mechanical Engineering
University of Georgia
04.2001 -
Bachelor of Science - Mechanical Engineering
Virginia State University
PhD - Mechanical Engineering
University of Georgia
Selected Publications & Presentations
- Machine Learning Applications in Predictive Mechanical Systems, Journal of Engineering Innovation, 2025.
- A. Papantoniou, "Integrating CAD Workflows with AI Optimization Tools," International Mechanical Engineering Conference, 2024.
Academic Leadership
- GTA | [University of Georgia]
- Experience in teaching core courses, such as Algorithms for Data Science and Advanced Engineering Mathematics.
- Laboratory sessions were carried out on numerical simulation and the principles of mechanical design.