How to pass the Emerald AI interview, the grid-power startup
9 min read What Emerald AI screens for across its engineering rounds, how the loop is structured, and how to prepare for the grid-plus-compute questions. Read article
Interview Prep
Interview Prep
Fluidstack Interview Guide 2026 for GPU Neocloud Engineers
8 min read What Fluidstack’s engineering interview loop looks like in 2026, the systems questions they ask, and how to read the comp ranges. Read article
AI/ML Interview Questions
Why speculative decoding is faster, and what interviews ask
7 min read How speculative decoding speeds up token generation without changing model output, and the questions inference interviews use to test whether you understand it. Read article
AI/ML Interview Questions
Why 671B total and 37B active is the whole MoE interview
7 min read How mixture-of-experts models split parameter count from compute per token, and the routing, memory, and serving tradeoffs interviewers test. Read article
Interview Prep
What the Baseten engineering interview actually tests
6 min read Baseten’s engineering loop leans on inference-serving depth, so the coding stays practical while the system design round asks how you’d keep a GPU fleet fast and cheap under load. Read article
AI/ML Interview Questions
The CUDA questions AI infra teams actually ask
7 min read What GPU and CUDA interviews at Nvidia, Groq, and the inference startups actually test, from warps and coalescing to occupancy and kernel fusion. Read article
Interview Prep
How Together AI Interviews Backend and Infra Engineers
7 min read A walk through Together AI’s engineering loop, from the coding rounds to GPU-serving system design and the CUDA-flavored take-homes. Read article
