// OMS · Vision Language Model

Shangjie Du

Machine Learning Engineer @ Pony.ai — OMS & Vision Language Model for autonomous driving.

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About

I'm a Machine Learning Engineer at Pony.ai, where I work on OMS (Occupant Monitoring System) and Vision Language Model for autonomous driving — building systems that perceive, predict, and reason about the passengers in a self-driving vehicle.

I obtained my Master Degree in Computer Science from the University of California Merced, advised by Professor Meng Tang. Before that, I completed my another Master Degree in Statistics at Columbia University, and my Bachelor's Degree in Statistics at Nanjing University.

0 Deep-Dive Notes
∞ Curiosity
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Experience & Education

2026 — Present

Machine Learning Engineer

Pony.ai

Working on OMS and Vision Language Model for autonomous driving.

2023 — 2026

Master of Science in Computer Science

University of California Merced

Conducted research in machine learning and computer vision, supervised by Professor Meng Tang.

2021 — 2023

Master of Arts in Statistics

Columbia University

Focused on statistical learning and data analysis.

2017 — 2021

Bachelor of Sciences in Statistics

Nanjing University

Focused on mathematics and statistics.

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Study Notes

Here are some study notes I've written when diving into some research papers.

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Connect

Shangjie Du

Let's talk research, ideas, or opportunities.

Reach out through any of the channels below.