Teaching

Teaching Assistant

• Delivered guest lectures on stress analysis, covering state of stress, stress transformation, principal stresses, and maximum shear stress, with emphasis on engineering applications and analytical problem solving
• Delivered exam review lectures covering elasticity, stress analysis, energy methods, and introductory finite element analysis, reinforcing systematic approaches to solving engineering mechanics problems
• Developed and delivered a virtual Abaqus tutorial for finite element analysis, guiding students through finite element modeling, post-processing, and project completion involving stress analysis and validation against analytical solutions

• Delivered guest lectures on reliability analysis and reliability-based design optimization (RBDO), covering problem formulation, algorithmic implementation, and engineering interpretation
• Designed an RBDO course project and mentored students on modeling, optimization algorithms, and coding implementation
• Led exam review sessions with structured problem-solving tutorials to reinforce core concepts and analytical skills

• Contributed to instruction by leading discussion sections and providing academic support via office hours
• Delivered exam review lectures covering multivariate decision making, decision trees, and uncertainty-based decision making, with an emphasis on systematic problem formulation and solution strategies

• Supported course delivery by assisting lectures and coordinating laboratory components
• Led laboratory sessions on bearing and gearbox test rigs, covering experimental setup, data acquisition, and signal processing
• Instructed students on vibration-based fault diagnosis using FFT, wavelet transforms, and machine learning methods

Student Mentoring

• Primary technical advisor for research methodology, guiding digital-twin framework design, similarity-based diagnostic approach, and trustworthy decision-making methods
• Co-first-authored ASME IDETC 2026 conference paper (accepted); journal paper on trustworthy diagnosis in preparation

• Primary technical advisor for surrogate modeling, data processing, and methodological development
• Thesis and conference paper in preparation

• Primary technical advisor for experimental design, data processing, and degradation modeling
• Guided master’s thesis and IISE conference paper preparation (accepted and presented)