A short, dated list — not a curated bio. The point is to show where my attention is going this week and what I'm building toward this month. If something here resonates or you want to swap notes on it, write to me.
01This week
Closing the GPU + LLM pair
Where the kernel atlas meets the runtime atlas. I'm reading CUDA memory traffic patterns and pairing them with vLLM PagedAttention so the next GPU atlas chapter lands with the right model context, not in isolation.
GPU memory bandwidth
PagedAttention
KV cache
Atlas cross-references
02This month
Atlas as a learning loop
Converting the public atlas map from a flat directory into the learning system you now see on the homepage — a study order, three parallel tracks (hardware, serving, training), and a converge step. The /now page is the next piece of that loop.
Learning system
Guiding questions
Investment bar
Evidence flow
03Long-term focus
Industrial AI that operators trust
The through-line from mechanical engineering to AI engineering is "decisions a real person has to act on". Every atlas and every notebook is an attempt to make industrial intelligence legible, reviewable, and operable — not just accurate.
Traceability
Human review
Deployment constraints
Operator-first
Recent updates
Published /now and connected it from the homepage footer.
Pulsed the AI-engineer status dot in the hero; added per-app updated badges to the application map.
Shipped the learning system on the homepage — study order, three parallel tracks, converge step, return to atlas.
Retired the old /en/ duplicate; the root is the EN page, /tr/ stays TR.