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Guo-lab/README.md

Hi there πŸ‘‹


Siqi (Edward) Guo

Robotics engineer. Full-stack builder. I like precise systems, elegant abstractions, and AI as a force multiplier.

site / linkedin / email

I build robots and the software around them: motion planning, control, embedded systems, robot learning, and the full-stack tools that make experiments less fragile.

Currently: incoming Robotics Ph.D. student at Georgia Tech, CMU ECE M.S. graduate, and humanoid robotics intern at Yondu AI. Previously I worked on modular legged locomotion at CMU Biorobotics Lab, lidar firmware/control at Cepton, multi-robot planning, and graph learning robustness research.

I am moving deeper into robot learning from a full-stack engineering base: low-level firmware, control, planning, simulation, systems software, and the web/tools layer needed to make robotic experiments observable and repeatable.

The thread I keep pulling on: how to make robots acquire the complex physical skills humans actually need from them, not just execute clean demo trajectories. I am especially interested in large-scale data-driven robotics, sim2real2sim, generalizable robot models, and long-horizon systems that can notice failure, repair themselves, and keep learning.

From: 09 March 2021 - To: 08 June 2026

Total Time: 4,784 hrs 1 min

Python               977 hrs 43 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   20.44 %
C++                  885 hrs 10 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–“β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   18.50 %
C                    813 hrs 50 mins       β–ˆβ–ˆβ–ˆβ–ˆβ–’β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   17.01 %
TeX                  356 hrs 36 mins       β–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.45 %
Markdown             337 hrs 17 mins       β–ˆβ–“β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘   07.05 %

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  1. 15645-Database 15645-Database Public

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  2. CloudFS_Design CloudFS_Design Public

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  3. Far-Planner Far-Planner Public

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  4. GraphBackdoor-Supervised-Unsupervised GraphBackdoor-Supervised-Unsupervised Public

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  5. Guo-lab.github.io Guo-lab.github.io Public

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  6. 16745-Optimal-Control-and-RL 16745-Optimal-Control-and-RL Public

    Jupyter Notebook