| layout | page |
|---|---|
| title | About |
| permalink | /about/ |
| lang | en |
| description | Jonas Kim — Senior Data Scientist at AWS Professional Services Korea, with over 15 years between research papers and production ML systems. |
| main_nav | true |
| nav_order | 1 |
{:.profile loading="eager"}
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
This site uses Google Analytics to count page views. It sets first-party
cookies (_ga, _ga_*, up to two years) and sends Google the page address,
the referring page, your browser type and an approximate location. Google
signals and ad personalisation are off. To opt out, block those cookies or use
Google's opt-out add-on.