Nathan's Notes

Ex-Stanford dropout working on creating shared autonomy for remotely teleoperatable humanoid robots. Interested in implementing machine learning models from scratch, developing creative hackathon projects, and speeding up model training/inference with FSDP, quantization methods, and low-level architecture design.

I have a few poetry publications, a wide sprawl of media I enjoy (but is too heterogeneous to effectively list), and semifinalist/finalist placings in competitive olympiads for chemistry, biology, math, and programming.

I don’t want to restrain myself to a brief subset of hobbies or interests, but feel free to extrapolate who I am from my blog, check out some papers I like, or reach out to talk to me (nathanzh [at] stanford [dot] edu)

A Selected Timeline of My Life Events

Oct 2025
Received repeat nondilutive grant from Emergent Ventures by Tyler Cowen (5x previous grant size)
Sep 2025
Left Nyro Robotics to explore deeper problems (message me if you want to hear more details / to learn about what's next!)
Mar 2025
Left Stanford to start Nyro Robotics and develop whole body control and realtime feedback for telepresence in humanoid robots, joined South Park Commons Founder Fellowship FF25 ($400k @ 5% + $600k Uncapped MFN)
Jan/Feb 2025
Winner at KHacks 2.0 & 3.0 - Built voice-controlled skill library and 6DoF hand for humanoid robot with Apple Vision Pro teleoperation
Sep 2024
Joined Stanford Robotics Center at REAL Lab (invented UMI and diffusion policies, core technologies in modern manipulation) - developing dynamics-guided diffusion policies for deformable material manipulation using transformer dynamics models and custom Taichi simulator
Sep 2024
Winner at HopHacks 2024 (Telemedicine & AI track) - HealthIndia voice synthesis for rural patient calls
Aug 2024
Jul 2024
May 2024
Worked at K-Scale Labs building RL simulator from scratch with Mujoco and JAX (open source humanoid robots company, #1 in US robots shipped, now $2M+ in pre-orders), gave research talks on flow matching and Mamba architectures
Apr 2024
Winner at LAHacks 2024 (Google Company Challenge track) - Clippy: multimodal video indexing with agentic AI for editing longform content
Mar 2024
1 of 100 students selected to join Jane Street First-Year Trading Program (FTTP), won 1st place in fast-paced arbitrage environment - developed high-frequency arbitrage trading bots
Apr 2023
Won US National Chemistry Olympiad (USNCO) High Honors - Top 50 nationally, organized by American Chemical Society, conducted extensive labwork in organic chemistry, biochemistry, and analytical chemistry
Feb 2023
Read Campbell Biology in one month to prepare for USA Biology Olympiad (USABO), won Semifinalist - Top 10% nationally, learning neuroscience, cell biology, pathology, genetics, plant anatomy, and other biology fields
Jul 2022
Research Scientist at Summer Science Program - designed procedures for UmCdc14 phosphatase protein characterization using wet-lab methods and MOE drug-discovery software, worked with early AlphaFold
Mar 2022
Conducted materials science research on phosphorene using DFT and molecular dynamics, discovering novel material properties - published at American Physics Society March Meeting
Mar 2020
Spent time on Codeforces (try to find my account), won USA Computing Olympiad (USACO) Gold Division - advanced problem-solving with dynamic programming, graph algorithms, and data structures
Mar 2018
Created 3D platformer game in Unity for Technology Student Association competition. Also did some other projects with website design, flying balsa wood planes, and some other things I probably don't remember. Play the game!
2012
Started coding at age 7 - making interactive/animated birthday cards for grandparents and 2D platformers in Java. Thank God for Sal Khan!