Stuart Macrae Montgomery Email & Phone Number

San Jose, Ca, Us

San Jose, California, United States

Atlanta, Georgia, United States

-Machine Learning (ML)/AI – Designed and created convolutional neural network (CNN) in PyTorch to optimize light intensities in grayscale digital light processing (g-DLP) 3D printing; Created CNN to optimize placement of anisotropic materials for inverse design problem.-Mechanics Modeling – Developed novel method to increase the toughness by over 200% for 3D printed parts using g-DLP with a locally variable hyperelastic UMAT; Wrote a multi-branch linear elastic VUMAT for LS-DYNA to simulate the rate-dependent impact behavior of functionally graded foams; Employed MPC subroutines in Abaqus to perform Bloch wave analysis of acoustic metamaterial under coupled deformation sources.-Python – Created Abaqus scripts to construct 3D models of arbitrary Kelvin cell lattices with variable design constraints; Designed a new method to slice 3D geometries while retaining local property information.-Chemical Modeling – Designed reduced order modeling procedure to rapidly provide accurate polymerization predictions for large volumes; Accurately simulated the g-DLP polymerization process in MATLAB with full-order multiphysics model; Developed novel method to improve printed geometry without global optimization procedure.-Hardware Design – Designed and constructed power switching and modulation mechanism for 4 kW power supply; Integrated custom Python code with motor controls and LCD display to adapt commercial 4k DLP printer.

Palo Alto, California, United States

Investigated mechanical property variation in 3D printed parts fabricated via Multi Jet FusionEmployed tensile testing, DSC, and XRD techniques to identify root causes Uncovered meaningful property relationships through extensive data analysis

Atlanta, Georgia, United States

Designed Recurrent Neural Network to predict the errors generated by a reduced order mechanics modelLeveraged finite element method to generate training data to mimic use of model in linear and non-linear physical system with variable design parameters and initial conditions

Richmond, California

Designed solutions for problems that arose in the refinery to allow production to continueCoordinated between Designs, Civil, Maintenance, Process, and Operations departments to complete jobsUtilized industry codes (ASME Sec. I, II, VIII, API 579, ASME B31.3) for Fitness for Service assessment and other pressure vessel calculations

Warren, Michigan

Benchmarked competitor vehiclesDeveloped instrument panel mounting strategiesOrganized and led cross-functional team meetingsPrepared DFSS report for rear-end architectsDeveloped rear liftgate locating strategies

Virginia

Founded, operated, and marketed own business producing sports recruiting highlight videosDesigned and edited affordable, high-quality videos for student athletes100% of clients were selected to join university teams

Virgina

Virginia

Bachelor’S Degree, Mechanical Engineering

Activities and Societies: Duke University Motorsports Team, Delta Kappa Epsilon Fraternity• Duke University Motorsports President.

Ph.D., Mechanical Engineering

High School

Activities and Societies: Tech Booth Operator Varsity Golf Varsity Soccer JV Lacrosse Honor Council Multicultural Club Latin Club