Hey, I am Ashish.

AI Engineer. Building systems that think and ship.

I work on applied AI, backend infrastructure, and intelligent products that hold up in production, not just demos. Currently focused on the low-level side of LLMs: kernels, GPUs, the machinery underneath.

Writing

Technical

Flash Attention: The Hidden Gem The Stride Model: How Tensors Represent Reshape and Transpose

Experience

Training GPT-2: My Experience all posts →

Experience

AI Engineer [REDACTED] · AI systems & product development
Apr 2026 – present
AI Systems Engineer Amoeba Labs · model integration & production ML
Aug 2025 – Apr 2026

Projects

snappool snappool.net
WiFi-CSI-HAR human activity recognition via WiFi CSI signals

Papers I've Read