| layout | page |
|---|---|
| title | About |
| permalink | /about/ |
| lang | en |
| description | Jonas Kim — Senior Data Scientist at AWS Professional Services Korea. Fifteen years at the seam between research papers and production ML systems. |
| main_nav | true |
| nav_order | 1 |
{:.profile}
I'm a Senior Data Scientist at AWS Professional Services Korea. For over 15 years I've worked as a data scientist and machine learning engineer, living at the seam between research papers and production systems — turning frontier ideas into things that actually run.
This blog is what I collect along that seam. I follow the weekly flood of LLM, multimodal, and agent research, but the rule here is simple: keep asking why it matters, not just what the benchmark says. I care more about the design decisions and trade-offs beneath a result than the result itself.
If something here sparks a thought, I'd love to hear it — reach out through any of the channels below.
- GitHub — bits-bytes-nn
- LinkedIn — Jonas Kim
- Threads — @aldente0630