Haozhe Zhang

Modeling Engineer at Tesla · LLMs & Physics-based ML

profile_pic.jpg

Palo Alto, CA

USA

Hey, welcome to my page! đź‘‹

I’m a modeling engineer at Tesla, working at the intersection of physics-based modeling and machine learning for next-generation battery cells — theoretical and computational modeling, reinforcement learning for automation, and data-driven optimization at scale-up.

My background is heavy on physics. I’ve spent years working out closed-form theoretical solutions across mechanics and multi-physics fields — soft-hard material integration, stretchable metasurfaces, mechanical Janus structures, nanoconfined fluid mechanics. I pair the theory with hands-on engineering, so most of what I’ve built has gone end-to-end from the math to a working system.

Outside the day job, what pulls me from one thing to the next is curiosity and a long-running urge to build new things. I keep gravitating toward LLMs, agentic systems, RL training infrastructure, voice agents for narrow domains, and AI for hardware — all self-taught.

Before Tesla, I earned my PhD in mechanical engineering from the University of Virginia and a BS from the University of Science and Technology of China. My doctoral work centered on theoretical and computational modeling of multi-physics fields.

In my spare time, I enjoy traveling and playing Leagues.

news

Jun 9, 2026 Our benchmark BenchCAD was used by Anthropic in their official Claude Fable 5 & Claude Mythos 5 System Card: a dedicated section (§8.16.4, pp. 282–283) evaluates their frontier models on BenchCAD’s Vision2Code task — with two figures and a Python-tools ablation. BenchCAD Vision2Code scores in Anthropic's system card From Anthropic’s Claude Fable 5 & Claude Mythos 5 System Card (§8.16.4).
May 11, 2026 Our new paper “BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD” is now on arXiv. arXiv:2605.10865.
Mar 24, 2026 Our paper “CADLoop: An Equivariant-Aware Skill-Grounded Loop for CAD Data Curation” has been accepted to the CVPR 2026 NeXD Workshop (Exploring the Next Generation of Data).
Nov 30, 2025 Voice agent for stocks — prototype is up.
Nov 10, 2025 Started building a personal voice agent for stock trading and news.
Aug 15, 2025 Our paper “A buckling mechanics model for pattern transformation of lattice superstructures assembled by soft-hard materials integrated units” has been published in Mechanics of Materials (Vol. 202, art. 105253).

featured

  1. arXiv
    BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD
    Haozhe Zhang, Kaichen Liu, Miaomiao Chen, Lei Li, Shaojie Yang, Cheng Peng, and Hanjie Chen
    arXiv preprint arXiv:2605.10865 2026