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  • Kyungpook National University
  • Daegu, Republic of Korea
  • 06:24 (UTC +09:00)
  • Instagram baejimil_

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jiminbae/README.md

๐Ÿ‘‹ ์•ˆ๋…•ํ•˜์„ธ์š”!

๐Ÿ” Research Interests

  • AI & Deep Learning: Deep Neural Network(DNN), Spiking Neural Networks (SNN)
  • High Performance Computing: Heterogeneous Computing, Energy-Efficient HPC

๐Ÿ’ผ Experience / Education


๐Ÿ“š Ongoing Research

[KISTI ์—ฐ๊ณ„] GPU ๋…ธ๋“œ ๊ธฐ๋ฐ˜ ๋‹จ์ผ Rack ํ‘œ์ค€ ๋ธ”๋ก ์„ค๊ณ„ ๋ฐ OpenStackโ€“Slurm ํ†ตํ•ฉ ์ธํ”„๋ผ ๊ตฌ์ถ•

  • GPU ์„œ๋ฒ„, ToR ์Šค์œ„์น˜, ๊ณต์šฉ ์Šคํ† ๋ฆฌ์ง€(NFS/Ceph)๋กœ ๊ตฌ์„ฑ๋œ ํ‘œ์ค€ Rack ๋ธ”๋ก์„ ์ •์˜ํ•˜๊ณ  ๋ฌผ๋ฆฌ์  ์ธํ”„๋ผ ๊ตฌ์„ฑ
  • OpenStack ๊ธฐ๋ฐ˜ GPU ํด๋ผ์šฐ๋“œ: GPU Passthrough ๊ธฐ์ˆ ์„ ํ™œ์šฉํ•œ VM ๋‚ด ์ž์› ํ• ๋‹น ๋ฐ ๋ฉ€ํ‹ฐํ…Œ๋„Œ์‹œ ํ™˜๊ฒฝ ๊ตฌ์ถ•
  • Slurm ๋ฐฐ์น˜ ์Šค์ผ€์ค„๋ง: Bare-metal ๊ธฐ๋ฐ˜ HPC ์šด์˜ ๊ตฌ์กฐ ํ•™์Šต ๋ฐ ์ž‘์—… Queue ๊ด€๋ฆฌ
  • Bare-metal๊ณผ VM ํ™˜๊ฒฝ ๊ฐ„์˜ GPU ์„ฑ๋Šฅ ๋ฐ ์˜ค๋ฒ„ํ—ค๋“œ ๋น„๊ต ๋ถ„์„

๐Ÿš€ Key Projects

๋‹ค๋ณ€๋Ÿ‰ ์‹œ๊ณ„์—ด ์˜ˆ์ธก์„ ์œ„ํ•œ ์ฑ„๋„ ์œ ์‚ฌ์„ฑ ๊ธฐ๋ฐ˜ ์ŠคํŒŒ์ดํฌ ์ธ์ฝ”๋”ฉ ๊ธฐ๋ฒ• ์—ฐ๊ตฌ

  • ์‹œ๊ณ„์—ด ๋ฐ์ดํ„ฐ ๋‚ด ๋‹ค์ค‘ ์ฑ„๋„ ๊ฐ„ ๊ด€๊ณ„๋ฅผ ์œ ์‚ฌ์„ฑ์„ ๊ธฐ๋ฐ˜์œผ๋กœ ๋ชจ๋ธ๋ง
    • Spiking Neural Network ๊ธฐ๋ฐ˜ ์‹œ๊ณ„์—ด ์˜ˆ์ธก ์„ ํ–‰ ์—ฐ๊ตฌ์˜ ์ฑ„๋„ ๊ด€๊ณ„ ๋ฏธํ™œ์šฉ ๋ฌธ์ œ ์ธ์‹
    • ์–ดํ…์…˜ ๋ฉ”์ปค๋‹ˆ์ฆ˜ ๊ธฐ๋ฐ˜ ์ฑ„๋„ ๊ด€๊ณ„ ๋ชจ๋ธ๋ง์„ ํ†ตํ•ด ๋‹ค๋ณ€๋Ÿ‰ ์‹œ๊ณ„์—ด ๋‚ด ์ฑ„๋„ ๊ด€๊ณ„ ์ •๋Ÿ‰ํ™”
    • STE ๊ธฐ๋ฐ˜ ์ฑ„๋„ ์œ ์‚ฌ๋„ ์ •๋ณด๋ฅผ ์ŠคํŒŒ์ดํฌ ํ˜•ํƒœ๋กœ ๋ณ€ํ™˜ ๋ฐ ์ŠคํŒŒ์ดํฌ ์ธ์ฝ”๋”ฉ์— ๊ฒฐํ•ฉ
    • ์ฑ„๋„ ์ •๋ณด์˜ ๊ฒฐํ•ฉ์œผ๋กœ ๊ธฐ์กด ์ŠคํŒŒ์ดํฌ ์ธ์ฝ”๋”ฉ ๋ฐฉ๋ฒ•์˜ ์ •๋ณด ์†์‹ค ๋ฌธ์ œ ํ•ด๊ฒฐ

AI Agent ๊ธฐ๋ฐ˜ ๋ฏผ์› ๋ถ€์„œ ์ถ”์ฒœยท์•…์„ฑ ๋ฏผ์› ํ•„ํ„ฐ๋ง ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ

  • ๋ฏผ์› ๋‚ด์šฉ์„ ์ˆ˜์ง‘ยท๋ถ„์„ํ•˜์—ฌ ๋ฐฐ์ • ๋‹ด๋‹น์ž์—๊ฒŒ ์ถ”์ฒœ ๋ถ€์„œ๋ฅผ ์ œ์‹œํ•˜๋Š” End-to-End ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌํ˜„

    • LLM ์ž„๋ฒ ๋”ฉ๊ณผ VectorDB ์œ ์‚ฌ๋„ ๊ฒ€์ƒ‰์„ ํ™œ์šฉ, ๊ณผ๊ฑฐ ๋ฏผ์› ๊ธฐ๋ฐ˜ ๋ถ€์„œ ์ถ”์ฒœ ๊ธฐ๋Šฅ ๊ตฌํ˜„
    • ๋Œ€๊ตฌ ๋‹ฌ์„œ๊ตฌ ์˜จ๋ผ์ธ ๋ฏผ์› ๋ฐ์ดํ„ฐ ๋Œ€์ƒ์œผ๋กœ Zero-shot ์ •ํ™•๋„ 78.64% ๋‹ฌ์„ฑ
  • ๋ฏผ์› ๋‹ด๋‹น์ž๊ฐ€ ์•…์„ฑ ๋ฏผ์›์— ์ง์ ‘์ ์œผ๋กœ ๋…ธ์ถœ๋˜์ง€ ์•Š๋„๋ก ์‹ฌ๋ฆฌ์  ์™„์ถฉ ๊ธฐ๋Šฅ ๊ตฌํ˜„

    • ์š•์„ค๊ณผ ํฌ๋กฑ, ๋น„๊ผผ ๋“ฑ ๋ถ€์ •์  ๋‚ด์šฉ์„ ์‚ฌ์ „์— ๊ฐ์ง€ ํ›„ ์ผ์‹œ์  ํ๋ฆผ ์ฒ˜๋ฆฌ
    • ์ค‘๋ณต ๋ฏผ์› ์ด๋ ฅ ํŒŒ์•… ํ›„ ์‚ฌ์ „ ์ฐจ๋‹จ์„ ํ†ตํ•ด ๋ฏผ์› ๋‹ด๋‹น์ž์˜ ์—…๋ฌด ํšจ์œจ์„ฑ ํ–ฅ์ƒ

Physical AI

  • Isaac-GR00T-N1(Nut-pouring) ๋ชจ๋ธ ๊ตฌ๋™์„ ์œ„ํ•œ NVIDIA AGX Thor ํ™˜๊ฒฝ ๊ตฌ์ถ•
  • Isaac Sim ํ™˜๊ฒฝ์—์„œ SITL Workflow ์„ค๊ณ„ ๋ฐ ์‹คํ–‰
  • Jetson Thor์— ROS๋ฅผ ๋ฐฐํฌํ•˜์—ฌ ์‹ค๋ฌผ ํ•˜๋“œ์›จ์–ด์— ์ ์šฉ (HITL)

๐Ÿ† Activities & Awards

  • AI Agent Hackathon ๋Œ€์ƒ | Upstage

    • 2025.10 - 2025.11
    • View Repo

๐Ÿ›  Tech Stack

  • Languages: C Python
  • AI Frameworks: PyTorch TensorFlow
  • Environments & Tools: Linux CUDA Git Docker OpenStack Slurm

๐Ÿ“ซ Contact

  • Email: [wlals5853 at knu.ac.kr]

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