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ryuni-dev/README.md

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Stay hungry, stay foolish.

Work Experience

NAVER, Data Engineer, Dec. 2023 - current

Corca, MLOps Engineer Intern, Jun. 2023 - Aug. 2023

Demand Side Platform(DSP) that predicts the value of online advertising placements through real-time bidding system.

  • Responsible for DSP release management.
  • Improved testing environment.
  • Enhanced CI/CD environment.
  • Established EKS infrastructure, including building Airflow on top of EKS using KubernetesExecutor.

ETRI, Research Intern, Jan. 2023 - Feb. 2023

  • Cyberbrain Lab, SODAS+(Smart Open Data as a Service), MLOps Research
  • Proposed and demonstrated the establishment of an ML Serving platform
    • Constructed a platform using KServe, allowing for easy registration of machine learning models on the web and obtaining endpoints effortlessly.
  • Created a Python SDK for improved accessibility to data storage within the research lab
    • Reduced previously repetitive 30-40 lines of code to a single line.
  • Established and connected a data visualization server within the SODAS+ Open Data Analysis Platform

Education

Korea University, Seoul, Korea, Mar. 2018 - Feb. 2024

  • Major in Computer Science and Engineering

I'm interested in

  • Data Engineering

    • Airflow
    • Spark
    • Kafka
    • Data Platform
    • CDC
  • MLOps

    • ML Lifecycle
    • Efficiency AI
    • MLSys
      • Low power computing
  • Infrastructure

    • Kubernetes
  • Search

    • Information Retrieval
    • Vector Search
    • Recommended System
    • RAG
    • Knowledge Based LLM Retriever
    • Knowledge Graph

About my github

Top Langs

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  1. Pseudo-Lab/data-engineering-for-everybody Pseudo-Lab/data-engineering-for-everybody Public

    DE4E: Data Engineering for Everybody by Pseudo-Lab

    Jupyter Notebook 66 13

  2. DevKor-github/SKYCC DevKor-github/SKYCC Public

    SKYCC Hackathon : Team 고서연 / 음성 기반 예약 서비스 - 해줘잉

    TypeScript 4 1

  3. meezzle meezzle Public

    Meezzle frontend

    TypeScript 3 2

  4. KU-Hackathon-DL-Server KU-Hackathon-DL-Server Public

    KU-Hackathon-DL-Server

    Jupyter Notebook 1

  5. leecs0503/NLP_FinalProject leecs0503/NLP_FinalProject Public

    FinalProject

    Jupyter Notebook 1 3