Garrett - Advancing Motion
Website:
garrettmotion.com
Job details:
Job Description
Garrett Motion is seeking a motivated college intern to support our
Burst and Containment (B&C) project by leveraging AI and Machine Learning techniques. The role involves organizing, cleaning, and structuring historical B&C data (both test and FEA) to enable predictive modeling and intelligent systems. The intern will help build a robust data pipeline and AI-driven tools that improve estimation of design requirements, wheel weakening values, and facilitate continuous improvement through an autonomous AI agent for B&C-related queries.
Key Responsibilities
- Data Preparation & Management:
- Collect, organize, and clean historical B&C test and FEA data.
- Design and implement structured data architecture for ML/AI applications.
- Ensure data integrity, consistency, and scalability.
- Machine Learning & AI Development:
- Assist in developing ML models to predict CB wall thickness and wheel weakening values for B&C test.
- Support integration of AI algorithms for QBS.
- Collaborate on creating an AI agent for B&C-related queries using existing data.
- System Development & Continuous Improvement:
- Build a robust system for QBS leveraging AI insights.
- Identify gaps and propose enhancements in data and model performance.
- Document processes and maintain version control for datasets and models.
- Collaboration & Reporting:
- Work closely with simulation engineers and project leads.
- Prepare progress reports and present findings to the team.
Skills & Competencies
- Technical Skills:
- Python programming, data cleaning, ML libraries (Pandas, Scikit-learn, TensorFlow/PyTorch).
- Basic understanding of FEA concepts and mechanical systems.
- Optional: Exposure to LS-Dyna, ANSYS, FEA tools, and structural mechanics.
- Soft Skills:
- Analytical thinking and problem-solving.
- Ability to work independently and in a team.
- Strong communication and documentation skills.
Learning Outcomes
- Hands-on experience in applying AI/ML to mechanical engineering problems.
- Understanding of data engineering workflows for simulation and test data.
- Exposure to predictive modeling for structural analysis and FEA (ANSYS/LS-Dyna).
- Opportunity to work on cutting-edge AI applications in engineering and FEA Simulation.
About Us
Garrett is a cutting-edge technology leader delivering differentiated solutions for emission reduction and energy efficiency. We are passionate about innovating for mobility and beyond. With a nearly 70-year legacy, we serve customer worldwide with passenger vehicle, commercial vehicle, aftermarket replacement, and performance enhancement solutions.
About The Team
The Garrett Engineering organization is responsible for developing a differentiated product portfolio of boosting solutions that enables our customers to set new benchmarks in vehicle performance – both for our traditional core tu rbocharger business as well as new growth areas such as electrification and software.
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