Max Manh Nguyen
Staff Machine Learning & Robotics at Cruise
- Role
- Staff Machine Learning & Robotics Engineer (Tech Lead) at Cruise
- Location
- Sunnyvale, CA, US
- LinkedIn followers
- 500 followers
About Max Manh Nguyen
Eager on developing state-of-the-art robotic techniques and apply them to real world applications: Deep Learning / Transformer, Reinforcement learning, non-linear optimization, etc- Enjoying pushing software speed to the limit using C++, GPU/CUDA, C#, HPC- Math lover, enjoy tweaking non-linear optimizations: gradient descent, quasi-Newton methods,(L-)BFGS, Levenberg-Marquart, PSO, constraints using KKT or penalty methods, etc- Geometric modeling, spline modeling, mesh generation, finite element interpolation, Computer Aided-DesignI have published 15 âcdemic papers in leading scientific journals such as SIAM Journal on Numerical Analysis and SIAM Journal on Scientific Computing, received more than 530 scientific citations from peers, more than 20 international conference presentations and proceedings. I have 1 granted patent, and 2 other patents under review. I have reviewed more than 19 times for leading journals in the field of scientific computing; I have also chaired a session in an international SIAM (Society for Industrial and Applied Mathematics) conference. Publications & citations: & hl=enEmail: dManhN<>gmail.com
Experience
Staff Machine Learning & Robotics Engineer (Tech Lead)
Jan 2023 — Present · San Francisco, CA, US
Education
Vietnam National University, Hanoi
Master’s Degree, Mathematics (Functional Analysis)
2006 — 2008
DTU - Technical University of Denmark
Doctor of Philosophy (Ph.D.), Computer Methods for Applied Engineering
2009 — 2012
Vietnam National University, Hanoi
Bachelor’s Degree, Mathematics and Education
2002 — 2006
Skills
- Computer Aided Design
- Applied Mathematics
- Geometric Modeling
- Matlab
- C++
- Maple
- Research
- C#
- Computational Geometry
- Comsol
- Numerical Analysis
- Scientific Computing
- Blender
- Simulations
- Mathematical Modeling
- Partial Differential Equations
- Algorithms
- Programming
- Optimization
- Shape Optimization
- Python
- Latex
- Finite Element Analysis
- Computational Electromagnetics
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