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min-guk/README.md

Hi, I’m Minguk Choi! 🖐

I am a first-year Ph.D. student in Computer Sciences at the University of Wisconsin–Madison, where I am pursuing an independent study with Prof. Shivaram Venkataraman. I also continue to collaborate with Prof. Matthias Boehm at TU Berlin on federated learning.

I received my Master’s degree from Dankook University in Korea. My Master’s research focused on storage and database systems, particularly learned index structures, under the supervision of Professors Seehwan Yoo and Jongmoo Choi.

Building on this background, my current research interests center on developing scalable and efficient systems for machine learning training, retrieval, and serving.

Homepage: https://min-guk.github.io

(Updated: Sep 2025)

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  1. apache/systemds apache/systemds Public

    An open source ML system for the end-to-end data science lifecycle

    Java 1.1k 521

  2. DKU-StarLab/BASIL DKU-StarLab/BASIL Public

    Benchmark for Sampling Applied Learned Indexes (SIGMOD '24)

    C++ 16 8

  3. ls4154/YCSB-cpp ls4154/YCSB-cpp Public

    YCSB written in C++ for embedded databases. (supporting LevelDB, RocksDB, LMDB, WiredTiger, and SQLite)

    C++ 116 78