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| title | About |
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{:.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