Minseok Kim

Minseok Kim

Applied Scientist II at Amazon Alexa AI

Amazon Alexa AI

Biography

I am an applied scientist II at Amazon Alexa AI. I work on overcoming imbalanced and scarce real-world data for large language model based conversational AI. Throughout my research, I have studied various kinds of topics to help AI deal with real-world problems. Specifically, I am interested in advancing AI to better serve people, such as in recommender systems or AI assistants that became more than essential in everyday life.

Interests

  • Large Language Model based Conversational AI
  • Recommendation System
  • Information Retrieval
  • Trustworthy ML
  • Real-World ML/AI Challenges

Education

  • PhD in Graduate School of Data Science

    Korea Advanced Institute of Science and Technology (KAIST)

Recent Publications

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Lectures & Mentoring

AI Computer Vision

Lecturer

Special AI Academy Program AI-based Project Mentor

Project Mentor

Deep Learning

Lecturer

Special AI Academy Program AI-based Project Mentor

Project Mentor

Deep Learning

Lecturer

Special AI Academy Program Lecturer

Lecturer

AI Lecture Materials Development

Team Leader

Deep Learning

Course Mentor

Machine Learning

Course Mentor

Analytical Methodologies for Big Data

KSE526 2020 Fall lecture TA

Deep Learning

Lecturer

AI Program

Project Mentor

Special AI Academy Program (Stage 4: AI-based project)

Project Mentor

Special AI Academy Program (Stage 3: Deep Learning)

Lecturer

Special AI Academy Program (Stage 2: Data Structure & Algorithm)

Lecturer

Data Preprocessing & Visualization

Lecturer

Special AI Academy Program (Stage 1: Python programming)

Lecturer

Advanced AI Project

AI project mentor

Data Mining and Knowledge Discovery

KSE525 2019 Spring lecture TA

Analytical Methodologies for Big Data

KSE526 2018 Fall lecture TA

Big Data for FinTech

Project mentor

Contact

  • minseokkim0630@gmail.com
  • 10450 NE 10th St, Bellevue, Washington 98004
  • (SEA107) Tahoe