Stillwaters AI - LLM Systems Engineering | Inference, CUDA Memory, Tensor Cores, Observability, HPC

Описание: Stillwaters AI is a deep-tech AI systems engineering company focused on building and optimizing production-grade language model systems.

In this video, Mohit breaks down the Stillwaters AI main deck and explains how we work across LLM inference systems, model training architecture, CUDA memory optimization, Tensor Core engineering, observability, serving stacks, and real-world AI deployment.

This is a practical overview of how we approach AI performance engineering from GPU bottlenecks and latency diagnostics to production-scale LLM systems, consulting, products, training, and deep-tech collaboration.

If you are building AI systems where performance, scale, cost, and infrastructure matter, this video will give you a clear view of what we do.

Chapters:
00:00 Mohit Kumar - Chief Scientist
00:25 Where we come handy
01:01 Technical Expertise
01:42 LLM Inference Systems Engineering
02:57 LLM Training & Model Architecture
04:18 CUDA Memory Models & Data Movement Optimization
04:52 Tensor Cores & Warp Level GPU Engineering
07:17 System Level Observability & Performance Diagnostics
08:33 HPC & Drone Tech
08:52 What we do
10:09 Building LLMs and SLMs
10:46 Consulting & Funding
11:11 Products
11:58 Training
12:23 Outro

Connect with Stillwaters AI:
Website: https://stillwaters.ai
Email: [email protected]
Email: [email protected]

If this is relevant to your team, get in touch for consulting, private seminars, deep-dives, or systems collaboration.

#StillwatersAI #LLMEngineering #AIInfrastructure