Updated · Week 34

What I'm working on, right now.

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.

This 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

This 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

Long-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

  1. Published /now and connected it from the homepage footer.
  2. Pulsed the AI-engineer status dot in the hero; added per-app updated badges to the application map.
  3. Shipped the learning system on the homepage — study order, three parallel tracks, converge step, return to atlas.
  4. Retired the old /en/ duplicate; the root is the EN page, /tr/ stays TR.

Want to swap notes on anything above?

Write to me