EUIJIN BAEK

Data Scientist & ML Engineer

As a problem solver, I’m focusing not only on researching principles of a certain AI theory but also on building a Machine Learning system with business value.

[email protected]

+82 10-3620-5242

Jung-gu, Seoul, Republic of Korea

Education

• Athabasca University

  Additional Courseworks: MATH 270 Linear Algebra I, COMP 372 Design and Analysis of Algorithms, COMP 314 Operating Systems

  GPA: 4.0 / 4.0

Distance Education

Aug 2022 - Mar 2023

• Dongguk University

  Double degree in Bachelor of Laws in Law and Bachelor of Science in Statistics

  GPA: 3.85 / 4.5

Seoul, South Korea

Mar 2013 - Aug 2021

Experience

• EineBlume Co. Ltd.

  Data Scientist and ML Engineer

  • Plan & Develop algorithms for Web Fiction Platform

Seoul, South Korea

Aug 2022 - Present

• DataMKTKorea Inc.

  Data Scientist and ML Engineer

  • Plan & Develop algorithms for Constructing Digital Marketing Platform

Seoul, South Korea

Mar 2021 - Aug 2022

Projects

#Plan algorithm #Develop algorithm #Deploy algorithm

*** Click the title of the project then you can see detailed project content**

EineBlume Co. Ltd.

[Recommender System]

Web Fiction Recommender System (Session-Based Recommender System)

• Key role: Research/Develop/Deploy Algorithm, Build training pipeline
• Process: Developed a sequential recommendation algorithm using content data and users’ sequential interest from their historical behaviors and deployed a trained model & built a training pipeline using SageMaker
• Result: Content Consumption - improved 4.30%+, Retention Rate - improved 4%p+, Average Precision@25 40%

2022-08~12

[NLP - GPT]

(toy project) Chatbot with GPT

2022-11~12