Seoyong Lee

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Seoul, S.Korea

Hello! I am an undergraduate student at Seoul National University, majoring in Electrical and Computer Engineering.

I am currently working as a data scientist on AB180, focusing on developing RAG framework. Before that I worked as a research scientist on AIRS Medical, solving problems related to MR Imaging and deep learning.

please feel free to contact me at: sylee2685 {at} gmail {dot} com







Interests

Deep learning + Algorithms
generative model, RL, algorithmic problem solving
Physics
optical computing, quantum mechanics

Experience

  • 2023.10 - Current
    Data Scientist
    AB180 (Seoul, Korea)
    AB180 is a B2B martech company providing MMP(mobile measurement partner) and MMM(media mix modeling) solutions.Worked on building RAG(retrieval augmented generation) and devised algorithms for calibrating ad attribution
    • LLM, RAG
    • Machine Learning, Optimization
  • 2023.01 - 2023.10
    Research Scientist
    AIRS Medical (Seoul, Korea)
    AIRS Medical is a company accelerating MR imaging through deep learning. Worked on devising adequate DL architectures for image restoration and implemented algorithms for signal processing and reconstruction.
    • Image denoising, Image super resolution, MR reconstruction pipeline

Education

Awards

  • 2021
    Problem solving with C++
    BOJ : syleekr
    SNUPC Div2 1st place
    ICPC Seoul 1st round, 14th place
    ICPC Seoul 2nd round, 23rd place
  • 2018
    KOREAN YOUNG PHYSiCiSTS’ TOURNAMENT, GRAND PRiZE
    Preliminary round of International Young Physicists’ Tournament (IYPT)
    Conducted research on open‑ended real‑world problems related to physics : “Conical Piles” and “Weighing Time”(Grand Prize, 1st place)
    Minister of Science and ICT Award

Scholarships

  • 2023
    National Science Technology Scholarship
    full funding for honorable undergraduates from Korean government, about $10K in total
  • 2021
    Scholarship for academic excellence, SNU
    100% funding for undergraduate students with outstanding academic performance; from SNU ECE department; full year
  • 2017,2018,2019
    Scholarship for academic excellence, KSA
    100% funding for students with outstanding academic performance; from Korea Science Academy of Kaist; for three years

Languages

Korean
Native speaker
English
Fluent, NewTeps 483

Skills

Programming Languages
C++, Python, Pytorch, Numpy, Scipy, Matlab,
Etc
Git, Latex, Docker