Suraj Reddy

robotics, ai @mit

[Suraj Reddy @SurajRdy]

@chenchen Congrats goat!

[Suraj Reddy @SurajRdy]

@sosud0 shiv -> openAI confirmed

[Suraj Reddy @SurajRdy]

@shoagarwal Yessir inspired by u

[Suraj Reddy @SurajRdy]

1/2

[Suraj Reddy @SurajRdy]

@nathanzhaoo @hackwithtrees @OpenAI Genuinely goated orz

[Suraj Reddy @SurajRdy]

rip @kscalelabs :( learned a lot through their open source docs! Gonna have to put off the "building a humanoid in my dorm" for now. Might do some smaller robot arm projects with the actuators I have now and experimenting w/ VR and haptic gloves

[Suraj Reddy @SurajRdy]

@nathanzhaoo @jhong Holy fire

[Suraj Reddy @SurajRdy]

@nathanzhaoo orz

[Nathan Zhao @nathanzhaoo]

What’s next for me? Right now, I’ve returned to Stanford and am trying very deliberately to not rush into the next thing. That being said, I am happy to use the code for the tech above for any interesting use cases, and have many ideas I’d love to explore. If you know any interesting people who care a lot about frontier things (particularly lab or manufacturing automation), are good at communicating + realizing their passions, and need an excuse to work on cool things — I’d love to meet them! Follow too, in case I actually decide to frequently use this app. Repost so I can find other cool robot people :)

[Suraj Reddy @SurajRdy]

The smartest person I've ever met, show him some love 🫡

[Nathan Zhao @nathanzhaoo]

In March, my cofounder and I raised $1M from @southparkcommons without an idea. Next thing, I left Stanford for SF to work on giving operators’ telepresence in humanoid robots.

I’m stepping away due to internal disagreements, but I wanted to share what I worked on so it doesn’t all fade into the abyss. Hence, I decided to cut together this “personal launch.” More on whole body control tech below. Hope you enjoy!

[Nathan Zhao @nathanzhaoo]

In March, my cofounder and I raised $1M from @southparkcommons without an idea. Next thing, I left Stanford for SF to work on giving operators’ telepresence in humanoid robots.

I’m stepping away due to internal disagreements, but I wanted to share what I worked on so it doesn’t all fade into the abyss. Hence, I decided to cut together this “personal launch.” More on whole body control tech below. Hope you enjoy!

[Suraj Reddy @SurajRdy]

@nathanzhaoo The smartest person I know fr, can't wait to see what's next!

[Suraj Reddy @SurajRdy]

@ankurnagpal Would love to check it out

[Arnav Adhikari @arnavwad]

📢 Introducing ServingBench, a research-to-production integration benchmark for ML serving engines

A little project I’ve been brewing:

In 12 months, traditional ML will feel antiquated—every “small” model will just be another LLM.

We’re on the cusp of a surge in hyper-minimized NVIDIA Blackwell B200s with FP4 support. To actually leverage them, you need to transform PyTorch prototypes into SRAM-/VRAM-savvy kernels

And this will be vital for ANY “AI-native” product, from JARVIS-style assistants to true on-edge companions.

Yet there’s always a sizable lag between paper and production in vLLM/TensorRT-LLM. Months are lost hand-crafting and tuning kernels for either individual productionizing or on the actual frameworks' end.

But researchers should stick to theory, not sweat over “magic” tile sizes for their tiled matmuls!

[Suraj Reddy @SurajRdy]

@arnavwad Real but I also wonder what would happen when devs lack enough context when something major breaks (that AI can’t fix) and they haven’t spent enough time in the weeds debugging/testing code

[Suraj Reddy @SurajRdy]

@SanjithUdupa Gotta have someone working door at parties 🤲

[Suraj Reddy @SurajRdy]

i wonder how much the unitree r1 edu actually costs

[Suraj Reddy @SurajRdy]

Im buying a k-bot humanoid and making it live with me next sem as a research study

[Suraj Reddy @SurajRdy]

@cory would be down! doing ai at aws

[Suraj Reddy @SurajRdy]

@david_loom wya 👀

[Suraj Reddy @SurajRdy]

sf!