CV Download CV

Contact Information

Name Injun Baek
Email jjune1416@snu.ac.kr

Experience

  • 2016 - present

    Suwon, Korea

    Senior Software Engineer
    Samsung Electronics | Visual Display Division
    • Visual Display Division
    • Development of AI-based recommendation system
    • ETL Pipeline Development
    • Data Warehouse Design
    • Real-time Data Streaming (Kafka, Kinesis)
    • A/B Testing & Experimentation
    • Feature Engineering
    • Model Serving & Deployment (MLOps)
    • AI-based Screen Recognition
  • 2015 - 2015

    Suwon, Korea

    Intern Engineer
    Samsung Electronics | Visual Display Division
    • Summer internship

Education

  • 2025 - present

    Seoul, Korea

    M.S. Student
    Seoul National University
    Artificial Intelligence
    • Machine Intelligence & Pattern Analysis Laboratory (MIPAL)
  • 2009 - 2016

    Seoul, Korea

    B.S.
    Hanyang University
    Computer Science
    • Department of Computer Science

Awards

  • 2023
    Samsung SW Awards (Team) - Innovative Technology
    Visual Display Division, Samsung Electronics

    Team award in the Innovative Technology category

  • 2022
    Samsung SW Awards (Individual) - Programming
    Visual Display Division, Samsung Electronics

    Individual award in the Programming category

Patents

  • 2024
    METHOD AND SERVER FOR PROVIDING RECOMMENDED CHANNEL LIST BY USING CLUSTERING

    Patent Application | PCT | No. PCT/KR2023/018425 / WO2024128578A1

  • 2025
    Electronic device and method of setting operation mode thereof

    Patent Registration | US | No. 12223334

  • 2024
    Electronic device for executing application in background process and operating method of the electronic device

    Patent Registration | US | No. 12086611

  • 2024
    METHOD FOR PROVIDING A RECOMMENDING LIST AND DISPLAY APPARATUS THEREOF

    Patent Registration | KR | No. 1026705240000

  • 2022
    Method for providing recommended channel list, and display device according thereto

    Patent Registration | US | No. 11412308

  • 2023
    Providing a list including at least one recommended channel and display apparatus thereof

    Patent Registration | KR | No. 1025820460000

  • 2023
    ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF

    Patent Registration | KR | No. 1025034660000

Certificates

  • Samsung Associate Architect - Samsung Electronics (2024)
  • Samsung Data Science - Level 3 - Samsung Electronics (2023)
  • Samsung SW Certificate - Expert - Samsung Electronics (2023)
  • Samsung Best Reviewer - Samsung Electronics (2022)

Skills

Languages: C/C++, Python, SQL
Data Analysis: Data Science, Data Mining, A/B Testing, Feature Engineering, PySpark, Pandas, NumPy, Matplotlib, Seaborn
Machine Learning: Deep Learning, Recommender Systems, Computer Vision, Generative AI, Agentic LLM, PyTorch, Scikit-Learn
Databases: MySQL, DynamoDB, Athena, MongoDB
Tools & Technologies: Git, AWS, Jupyter

Languages

Korean : Native
English : Fluent

Interests

Generative AI, Multimodal AI, Agentic LLM, Recommender Systems