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Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Highlights

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beomdo-park/README.md

header

About Me

  • I am an undergraduate researcher at Eco AI Lab.
  • I aim to become a Data Scientist an AI-powered problem solver applying research to real-world challenges.
  • 4th-year Computer Engineering Student, Hanbat National University (HBNU).
๐Ÿ“‚ You can check out my portfolios:
 EcoAI Lab Logo
[Link]

Quantum Batteriesย ยทย Reinforcement Learningย ยทย Quantum Error Correctionย ยทย Quantum AI

At a Glance

Research Publications: 20 First-author papers: 5 SCIE papers: 1
8 international / 12 domestic
First-author / SCIE counts are subsets of total.
Achievements Granted patents: 1 Awards: 4
Open source QEnvSย ย  Quantum control toolkit

Featured Project

QEnvS โ€” Quantum Control Environments
PyPI DOI License: Apache-2.0
๊ฐ•ํ™”ํ•™์Šต๊ณผ ์ตœ์ ์ œ์–ด๋ฅผ ์œ„ํ•œ ๋ฌผ๋ฆฌ ๊ฒ€์ฆ ์–‘์ž ์ œ์–ด ํ™˜๊ฒฝ ๋ผ์ด๋ธŒ๋Ÿฌ๋ฆฌ. ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ, ์ƒํƒœ ์ „์†ก, open system ๋ชจ๋ธ์„ ํ•ด์„ํ•ด์™€ QuTiP๋กœ ๊ต์ฐจ๊ฒ€์ฆํ•œ JAX ๊ธฐ๋ฐ˜ ํŒจํ‚ค์ง€.

ROQET โ€” On-Device QEC Decoder SoC ย (Capstone 2026)
Surface-code ์–‘์ž์˜ค๋ฅ˜์ •์ •์šฉ Transformer ๋””์ฝ”๋”(์ง€์‹์ฆ๋ฅ˜ student ๋ชจ๋ธ) ๋ฅผ RTLโ†’FPGA๋กœ ๊ตฌํ˜„ํ•˜๋Š” ์˜จ๋””๋ฐ”์ด์Šค AI ๊ฐ€์†๊ธฐ SoC.

Research Timeline

2026

  • AAAI Multi-Stage Reinforcement Learning for Robust Charging of Quantum Batteries โ€” Student Abstract & Poster Program
    Beomdo Park, H. Jang, J. Park, M. Baek, et al. ยท AAAI-26, Singapore ยท 1st author

  • IEEE ย ESCI Measurement-Informed Safe Reinforcement Learning for Quantum Battery Charging via Harmonic-Syndrome Diagnostics and BMS Constraints
    S. Lee, Beomdo Park, J. Park, H. Jang, et al. ยท IEEE Transactions on Quantum Engineering ยท 2nd author

  • IEIE ๊ธ์ •, ๋ถ€์ • ๊ธฐ์—ฌ ๋ถ„์„๊ณผ ์„ ํƒ์  ํ˜ธ์ถœ ๊ฒŒ์ดํŠธ ๊ธฐ๋ฐ˜ ํ‘œ๋ฉด ๋ถ€ํ˜ธ AI ์‚ฌ์ „ ๋””์ฝ”๋”์˜ ํ˜ธ์ถœ ๋ณด์ • ย Poster
    Beomdo Park, H. Jang, J. Park, S. Lee ยท ๋Œ€ํ•œ์ „์ž๊ณตํ•™ํšŒ ํ•˜๊ณ„์ข…ํ•ฉํ•™์ˆ ๋Œ€ํšŒ ยท 1st author

  • KICS ๋ฌผ๋ฆฌ ์ง€์‹ ๊ธฐ๋ฐ˜ ๊ทธ๋ž˜ํ”„ ํŠธ๋žœ์Šคํฌ๋จธ ๊ฐ•ํ™”ํ•™์Šต์„ ์ด์šฉํ•œ ๊ฐ•๊ฑดํ•œ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ถฉ์ „ ์ตœ์ ํ™” ์—ฐ๊ตฌ ย Oral
    Beomdo Park, J. Park, H. Jang, et al. ยท ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ๋™๊ณ„์ข…ํ•ฉํ•™์ˆ ๋ฐœํ‘œํšŒ ยท ์šฉํ‰๋ฆฌ์กฐํŠธ ยท 1st author

2025

  • ๐Ÿ† KICS ๊ทธ๋ž˜ํ”„ ์‹ ๊ฒฝ๋ง ๊ธฐ๋ฐ˜ ๊ฐ•ํ™”ํ•™์Šต์„ ํ†ตํ•œ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ดˆํก์ˆ˜ ์ด๋“ ํ™œ์šฉ โ€” ํ•™๋ถ€์ƒ ์บก์Šคํ†ค๋””์ž์ธ ๊ฒฝ์ง„๋Œ€ํšŒ ์šฐ์ˆ˜์ƒ
    Beomdo Park, H. Jang, J. Park, et al. ยท ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ์ถ”๊ณ„์ข…ํ•ฉํ•™์ˆ ๋ฐœํ‘œํšŒ ยท 1st author

  • ๐Ÿ† KICS ๋‹จ๊ณ„์  ๊ฐ•ํ™”ํ•™์Šต ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ํ†ตํ•œ ๊ฐ•๊ฑดํ•œ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ถฉ์ „ โ€” ์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ ์žฅ๋ ค์ƒ
    J. Park, H. Jang, Beomdo Park, et al. ยท ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ์ถ”๊ณ„์ข…ํ•ฉํ•™์ˆ ๋ฐœํ‘œํšŒ ยท 3rd author

  • IEIE ๊ณ ์† ํ‘ธ๋ฆฌ์— ๋ณ€ํ™˜(FFT) ๊ธฐ๋ฐ˜ ์ฃผ๊ธฐ ์ถ”์ถœ ๋ฐ ์œˆ๋„์šฐ ๊ตฌ์„ฑ์„ ํ™œ์šฉํ•œ GELU CNN-GRU AE ๋ชจ๋ธ์˜ ์‚ฐ์—… ์ „๋ ฅ ์‹œ๊ณ„์—ด ์ด์ƒ์น˜ ํƒ์ง€ ย ๐Ÿ“„
    Beomdo Park, W. Kwon, C. Lee, T. Heo, S. Lee ยท ๋Œ€ํ•œ์ „์ž๊ณตํ•™ํšŒ ํ•˜๊ณ„์ข…ํ•ฉํ•™์ˆ ๋Œ€ํšŒ ยท ์ œ์ฃผ ยท 1st author

Co-authored Papers (13)

๋…ผ๋ฌธ ๋ชฉ๋ก ํŽผ์ณ๋ณด๊ธฐ

2026

  • IEIE ์ถ”์ • ์˜ค์ฐจ์˜ ๋น„๋Œ€์นญ ์ „ํŒŒ์™€ SAC ์ •์ฑ… ์•ˆ์ •์„ฑ: ํ…๋˜ ๊ตฌ๋™ ๋กœ๋ด‡์—์„œ์˜ ์‚ฌ๋ก€ ๋ถ„์„ ยท 4th
  • KICS ๋น„๋งˆ๋ฅด์ฝ”ํ”„ ํ™˜๊ฒฝ์˜ OQBs ์ถฉ์ „ ์ตœ์ ํ™”๋ฅผ ์œ„ํ•œ LSTM-SAC ํ”„๋ ˆ์ž„์›Œํฌ ยท 2nd
  • KICS ๊ฐœ๋ฐฉ ์–‘์ž๊ณ„ ํ™˜๊ฒฝ์—์„œ์˜ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ถฉ์ „ ํ”„๋กœํ† ์ฝœ ์ตœ์ ํ™”๋ฅผ ์œ„ํ•œ ์ปค๋ฆฌํ˜๋Ÿผ ๊ฐ•ํ™”ํ•™์Šต ํ”„๋ ˆ์ž„์›Œํฌ ยท 3rd
  • IEIE ํšŒ์ „ ํ‘œ๋ฉด ๋ถ€ํ˜ธ ๊ธฐ๋ฐ˜ ์–‘์ž ์˜ค๋ฅ˜ ์ •์ •์„ ์œ„ํ•œ ๊ฒฝ๋Ÿ‰ MLP ๋””์ฝ”๋”์˜ ์–‘์žํ™” ๋ฐ FPGA ๋งคํ•‘ ์ ํ•ฉ์„ฑ ๋ถ„์„ ยท 2nd
  • IEIE ์—ฃ์ง€ ํ™˜๊ฒฝ์—์„œ์˜ QEC๋ฅผ ์œ„ํ•œ Hybrid ์ง€์‹ ์ฆ๋ฅ˜ ๊ธฐ๋ฐ˜์˜ PTQ ๊ฒฝ๋Ÿ‰ํ™” ํŒŒ์ดํ”„๋ผ์ธ ์„ค๊ณ„ ยท 3rd
  • IJCAI/ECAI DEPLOY-RL: Active Boundary Discovery & Conservative Certification for Deployable RL in Safety-Critical Continuous Processes ยท 5th
  • KDD Less Can Be Safer: Tail-Risk Reduction via Capacity-Constrained Policies in Industrial RL ยท 5th
  • IJCAI When Curriculum Becomes Critical: Automated Physics-Grounded Task Progressions for Open Quantum Control ยท 3rd
  • KDD 2026 Workshop (AIDataSci) Structured EXPLAIN Feedback Improves SQL Generation with a 4B SLM on Industrial Time-Series Data ยท 4th
  • KDD 2026 Workshop (AIDataSci) LLM Priors for Sample-Efficient Industrial Control in Digital-Twin Simulation ยท 6th

2025

  • Energies SCIE A Comparative Study of Customized Algorithms for Anomaly Detection in Industry-Specific Power Data ยท 6th
  • KICS ๋น„๋งˆ๋ฅด์ฝ”ํ”„ ๋…ธ์ด์ฆˆ๋ฅผ ํ™œ์šฉํ•œ PPO ๊ธฐ๋ฐ˜ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ถฉ์ „ ํ”„๋กœํ† ์ฝœ ์ตœ์ ํ™” ยท 3rd
  • KICS DBA K-Means ๊ตฐ์ง‘ํ™” ์•Œ๊ณ ๋ฆฌ์ฆ˜ ๊ธฐ๋ฐ˜ ํ™”๊ณต์‚ฐ์—… ์ „๋ ฅ ์‚ฌ์šฉ๋Ÿ‰ ์ด์ƒ์น˜ ํƒ์ง€ ยท 2nd

Patent

  • Patent ๋“ฑ๋ก ์ปค๋ฆฌํ˜๋Ÿผ ๊ฐ•ํ™”ํ•™์Šต์„ ์ด์šฉํ•œ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ์˜ ๊ฐ•๊ฑดํ•œ ์ถฉ์ „ ์‹œ์Šคํ…œ
    ๋“ฑ๋ก๋ฒˆํ˜ธ 10-3019388 (2026.09.09) ยท ์ถœ์› 10-2025-0162492 ยท ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต ์‚ฐํ•™ํ˜‘๋ ฅ๋‹จ ยท ๊ธฐ์—ฌ๋„ 15%
    ๋ฐœ๋ช…์ž: ์ด์ƒ๊ธˆ, ๋ฐ•๋ฒ”๋„, ์žฅํ˜„์„, ๋ฐ•์ค€์„ฑ, ํ—ˆํƒœ์šฑ, ์ •ํ›ˆ

Experience & Activities

๊ธฐ๊ฐ„ ํ™œ๋™ ๋‚ด์šฉ ๊ธฐ๊ด€(์žฅ์†Œ)
2026.03.27 ~ 05.27 2026 ABC ํ”„๋กœ์ ํŠธ ๋ฉ˜ํ† ๋ง ์–‘์ž ์˜ค๋ฅ˜ ์ •์ •(QEC) AI ๊ฐ€์†๊ธฐ๋ฅผ ์œ„ํ•œ RTL ๊ธฐ๋ฐ˜ SoC ์„ค๊ณ„ ๋ฐ ๊ฒ€์ฆ ์œ ํด๋ฆฌ๋“œ ์†Œํ”„ํŠธ
2026.02.05 ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ๋™๊ณ„ ์•„์ด๋””์–ด ๊ฒฝ์ง„๋Œ€ํšŒ ์‹ค์‹œ๊ฐ„ ๋„คํŠธ์›Œํฌ ์ƒํƒœ๋ฅผ ์ธ์ง€ยท์ตœ์ ํ™”ํ•˜๋Š” ํ†ต์‹  ์ž์œจ Agentic AI ์„œ๋น„์Šค ์šฉํ‰๋ฆฌ์กฐํŠธ
2025.06.30 ~ 07.11 ๊ธฐ์—… ์ธํ„ด์‹ญ ์ž์œจ์ฃผํ–‰ ๋กœ๋ด‡ ์‹œ๋ฎฌ๋ ˆ์ด์…˜ ๋ฐ ๊ฒฝ๋กœ ์ตœ์ ํ™” (Gazebo) (์ฃผ) ์•„๊ตฐ
2025.05.20 ~ 06.30 ABC ํ”„๋กœ์ ํŠธ ๋ฉ˜ํ† ๋ง ์‚ฐ์—… ์ „๋ ฅ ์†Œ๋น„๋Ÿ‰ ์ด์ƒ์น˜ ๊ฒ€์ถœ ๋ฐ ์ตœ์ ํ™” ์œ ํด๋ฆฌ๋“œ ์†Œํ”„ํŠธ
2025.05.01 ~ 2026.03.03 Eco AI Lab ๋žฉ์žฅ ์ปค๋ฎค๋‹ˆ์ผ€์ด์…˜ ์ง€์›, ์ผ์ • ์กฐ์œจ, ํ–‰์ • ์—…๋ฌด ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต EcoAI Lab
2025.04.07 ~ 2025.12.31 ์‚ฐํ•™ํ˜‘๋ ฅ ํ”„๋กœ์ ํŠธ ์ž์œจ์ฃผํ–‰ ์ฃผ์ฐจ๋กœ๋ด‡ ์šด์˜ ์†Œํ”„ํŠธ์›จ์–ด ์„ฑ๋Šฅ ํ…Œ์ŠคํŠธยท์ตœ์ ํ™” ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต SW์ค‘์‹ฌ๋Œ€ํ•™์‚ฌ์—…๋‹จ
2025.03.24 ~ 2025.12.31 ์†Œ์ค‘ํ•œ JUMP-UP Labs AI ํ™œ์šฉ ์‚ฐ์—…์ฒด ์ „๋ ฅ ์‚ฌ์šฉ๋Ÿ‰ ์ด์ƒ์น˜ ํƒ์ง€ ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต SW์ค‘์‹ฌ๋Œ€ํ•™์‚ฌ์—…๋‹จ
2025.03.04 ~ 06.13 ๋ฐ์ดํ„ฐ์‚ฌ์ด์–ธ์Šค ์‹ค์Šต์กฐ๊ต (25-1) ์‹ค์Šต์ž๋ฃŒ ์ œ์ž‘ ๋ฐ ์งˆ์˜์‘๋‹ต ๊ด€๋ฆฌ (์ด์ƒ๊ธˆ ๊ต์ˆ˜๋‹˜) ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต ์ปดํ“จํ„ฐ๊ณตํ•™๊ณผ
2025.01.16 ~ 01.21 IROC 2024/25 ์„ธ๊ณ„๋Œ€ํšŒ ๋Œ€ํšŒ ์ง„ํ–‰์š”์› ๋ถ€์‚ฐ ๋ฒก์Šค์ฝ”

Awards & Certifications

  • ๐Ÿ† ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต ์ฐฝ์˜์  ์ข…ํ•ฉ์„ค๊ณ„ ๊ฒฝ์ง„๋Œ€ํšŒ ์žฅ๋ ค์ƒ: QEC ์˜จ๋””๋ฐ”์ด์Šค AI ๊ฐ€์†๊ธฐ SoC ์„ค๊ณ„ (๋ฐ•๋ฒ”๋„, ๋ฐ•์ค€์„ฑ, ์žฅํ˜„์„ ๊ณต๋™) (2026.10.15)
  • ๐Ÿ“Š ๋ฐ์ด์ฝ˜ ์ œ3ํšŒ ํ’๋ ฅ๋ฐœ์ „๋Ÿ‰ ์˜ˆ์ธก AI ๊ฒฝ์ง„๋Œ€ํšŒ โ€” ๋ฆฌ๋”๋ณด๋“œ ์ƒ์œ„ 2% (38์œ„ / 2,195๋ช…, private ๊ธฐ์ค€) (2026.08)
  • ๐Ÿ† ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ์ถ”๊ณ„ ์šฐ์ˆ˜๋…ผ๋ฌธ์ƒ ์žฅ๋ ค์ƒ โ€” ๋‹จ๊ณ„์  ๊ฐ•ํ™”ํ•™์Šต ํ”„๋ ˆ์ž„์›Œํฌ๋ฅผ ํ†ตํ•œ ๊ฐ•๊ฑดํ•œ ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ถฉ์ „ (2025.11)
  • ๐Ÿ† ํ•œ๊ตญํ†ต์‹ ํ•™ํšŒ ํ•™๋ถ€์ƒ ์บก์Šคํ†ค๋””์ž์ธ ๊ฒฝ์ง„๋Œ€ํšŒ ์šฐ์ˆ˜์ƒ โ€” ๊ทธ๋ž˜ํ”„ ์‹ ๊ฒฝ๋ง ๊ธฐ๋ฐ˜ ๊ฐ•ํ™”ํ•™์Šต ์–‘์ž ๋ฐฐํ„ฐ๋ฆฌ ์ดˆํก์ˆ˜ ์ด๋“ ํ™œ์šฉ (2025.11)
  • ๐Ÿ† ์ปดํ“จํ„ฐ๊ณตํ•™๊ณผ ํฌํŠธํด๋ฆฌ์˜ค ๊ฒฝ์ง„๋Œ€ํšŒ ์šฐ์ˆ˜์ƒ โ€” ๊ตญ๋ฆฝํ•œ๋ฐญ๋Œ€ํ•™๊ต (2025.10)
  • ๐Ÿชช TOPCIT ์ •๊ธฐํ‰๊ฐ€ ์ˆ˜์ค€ 3 โ€” ์ •๋ณดํ†ต์‹ ๊ธฐํšํ‰๊ฐ€์›(IITP) (2025.11)
  • ๐Ÿชช ๋ฐ์ดํ„ฐ๋ถ„์„ ์ค€์ „๋ฌธ๊ฐ€(ADsP) โ€” ํ•œ๊ตญ๋ฐ์ดํ„ฐ์‚ฐ์—…์ง„ํฅ์› (2025.06)

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AI & Quantum Sciences

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Contact

  • pbeomdo at gmail.com

๐Ÿ“… Last updated: 2026-10-29 (KST)

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