Andrew Zhu

Andrew Zhu

Senior Machine Learning Engineer, AV @ NVIDIA

About

Computer Engineering graduate from the University of Pennsylvania with an M.S. in Robotics. I build at the intersection of deep learning, computer vision, computer graphics, and autonomous systems—turning research ideas into products with real-world impact. I’m energized by teams that value innovation, collaboration, and continuous learning, and I’m excited to tackle hard problems and ship technology that improves how people live and work.

Country

United States

City

Santa Clara

Industry

Computer Software

Skill

Langchain, Python (Programming Language), Machine Learning, PyTorch

Experience

NVIDIA

Senior Machine Learning Engineer, AV

NVIDIA

LinkedIn
2026-3 - Present · 7 mos

Making video generation model useful for autonomous vehicles

NVIDIA

Machine Learning Engineer, AV Perception

NVIDIA

LinkedIn
2024-2 - 2026-3 · 2 yrs 2 mos

Synthetic data for AV using both AR/VR rendering and latest generative AI based methods, improving performance of object detection, sign classification and other proprietary DNNs in production. Video generation models for AV

NVIDIA

Machine Learning Engineer Intern, Autonomous Vehicles

NVIDIA

LinkedIn
2023-5 - 2023-8 · 4 mos

Santa Clara, California, United States

Applied generative AI to improve the diversity of synthetic image data Improved proprietary DNN KPI in edge cases by 53%

University of Pennsylvania

Undergraduate Researcher

University of Pennsylvania

LinkedIn
2021-1 - 2021-12 · 1 yr

Rachleff Scholars Program • Extracted color, depth, and vehicle state data from GTA V to generate photorealistic off-road driving data • Created a dataset with ~15000 collected samples and trained a neural network to imitate vehicle steering commands • Designed and experimented with generative adversarial network architectures for image out-painting using PyTorch

Singapore Army

Transport Operations Sergeant

Singapore Army

LinkedIn
2017-10 - 2019-8 · 1 yr 11 mos

Singapore

Serving my country.

Education

University of Pennsylvania

University of Pennsylvania

LinkedIn

Robotics

University of Pennsylvania

University of Pennsylvania

LinkedIn

Computer Engineering

2019-8 - 2023-5 · 3 yrs 10 mos

Summa cum laude

Andrew Zhu's Contact Information

Email

******@***.com

Phone

(**) *** ****

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