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
Sep 9, 2026 Flash Attention: The Hidden Gem Aug 31, 2026 The Stride Model: How Tensors Represent Reshape and TransposeExperience
Aug 26, 2026 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