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Explore the AWS re:Invent catalog to discover a wide variety of session types, activities, and more. Or visit our Content Types and Policies page to learn more about how to navigate our catalog and event. New content is added regularly, and all content is subject to change.

Registration
8 sessions
  • Breakout session
    AI/ML
    Analytics
    Manufacturing & Industrial
    Customer Stories
    Generative AI
    Non-English
    200 – Intermediate
    Data Scientist
    Developer / Engineer
    IT Professional / Technical Manager
    Mandalay Bay
    Amazon Bedrock
    Amazon RedShift
    Korean
    1:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    This session is delivered in Korean. LG Electronics has found that generative AI workloads using Amazon Bedrock have strengthened the competitiveness of their product lines and boosted individual productivity. For example, a text-to-SQL solution in the CRM built in Amazon Redshift provides a user-friendly experience for business users to securely search and analyze internal data without relying on data analysts. LG also built the Product 360 platform, a multi-type document data extraction and integrated search system for their display product and business data. In this session, learn about best practices to empower employees with your company’s knowledge and how to reduce decision-making time.

    , Head of Department, LG Electronics

    , Functional Fellow/ Task Leader, LG Electronics

    , SA, AWS

    • Wednesday, Dec 41:00 PM - 2:00 PM PST
      Mandalay Bay | Lower Level North | Islander F
  • Lightning talk
    AI/ML
    Retail & Consumer Goods
    Customer Stories
    Non-English
    200 – Intermediate
    Data Engineer
    Data Scientist
    Developer / Engineer
    Venetian
    Walk-up only: No reserved seating required
    Amazon Bedrock
    Korean
    Thursday, Dec 05
    3:00 p.m. Thursday, Dec 05
    This session is delivered in Korean. Learn how KakaoStyle, an e-commerce fashion service in Korea, improved its image review inspection system and marketing assets using Amazon Bedrock and Anthropic’s Claude Sonnet 3.5. Autogenerated promotional banner images and marketing copy were delivered with equal or higher quality at least 80% faster than in the previous workflow, and generative AI–based content moderating was automated with high accuracy and coverage at scale.

    , Data Scientist, Kakao Style

    , Sr. Account Manager, Amazon Web Services

    Walk up only session: Walk-up only: No reserved seating required
    • Thursday, Dec 53:30 PM - 3:50 PM PST
      Venetian | Hall B | Expo | Theater 1
  • Breakout session
    Architecture
    Databases
    Retail & Consumer Goods
    Customer Stories
    Modernization
    Non-English
    200 – Intermediate
    Developer / Engineer
    IT Professional / Technical Manager
    Solution / Systems Architect
    Mandalay Bay
    Amazon Aurora
    Amazon Elastic Kubernetes Service (Amazon EKS)
    Korean
    4:00 p.m. Monday, Dec 02
    Monday, Dec 02
    This session is delivered in Korean. Learn about Woowa Brothers’ 10-year journey to the cloud, overcoming challenges in scalability, availability, security, and operational complexity. Hear GS SHOP’s story of successfully migrating from Oracle to Amazon Aurora PostgreSQL-Compatible Edition and adopting a microservices architecture on Amazon EKS, all while embracing modern architectures and emerging technologies to enhance business efficiency. In this session, learn best practices and lessons for modernizing your cloud architecture learned from the ongoing process of re-architecting.

    , Solutions Architect, AWS

    , head of a department, Woowa Brothers

    , Team Leader, GS Retail

    • Monday, Dec 24:00 PM - 5:00 PM PST
      Mandalay Bay | Lower Level North | Islander F
  • Lightning talk
    AI/ML
    Business Applications
    Retail & Consumer Goods
    Customer Stories
    Non-English
    200 – Intermediate
    Data Engineer
    Developer / Engineer
    IT Professional / Technical Manager
    Venetian
    Walk-up only: No reserved seating required
    Amazon Bedrock
    Korean
    Tuesday, Dec 03
    3:00 p.m. Tuesday, Dec 03
    This lightning talk is delivered in Korean. Learn how Karrot, a hyperlocal community service in Korea, enhanced its recommendation capabilities by a robust feature platform designed to efficiently collect, process, and serve diverse data. Built on Amazon EKS, Amazon MSK, Amazon DynamoDB, Amazon ElastiCache, and AWS Batch, this platform also integrates generative AI for actionable insights. Discover how this architecture simplifies data processing workflow, enables large-scale data ingestion and serving, and improves user experience on Karrot mobile application.

    , Software Engineer, Karrot (Daangn)

    , Solutions Architect, AWS

    Walk up only session: Walk-up only: No reserved seating required
    • Tuesday, Dec 33:30 PM - 3:50 PM PST
      Venetian | Hall B | Expo | Theater 5
  • Lightning talk
    AI/ML
    Analytics
    Software and Internet
    Customer Stories
    Non-English
    200 – Intermediate
    Data Engineer
    Data Scientist
    Developer / Engineer
    Venetian
    Walk-up only: No reserved seating required
    Amazon SageMaker
    Korean
    Thursday, Dec 05
    12:00 p.m. Thursday, Dec 05
    This lightning talk is delivered in Korean. CATCHTABLE, a leading dining reservation service in Korea, launched a wait time prediction feature on AWS using ensemble methods to enhance user experience. In this lightning talk, learn how CATCHTABLE leveraged Amazon SageMaker Canvas to build a data pipeline that seamlessly integrates data preparation, model creation, and deployment to production. Discover the journey of developing machine learning (ML) models using a no-code approach, and learn how to customize the code to meet specific requirements and use natural language–based querying (text-to-code) to reduce the coding time required for preprocessing.

    , Staff Data Scientist, CATCHTABLE

    , Solutions Architect, AWS

    Walk up only session: Walk-up only: No reserved seating required
    • Thursday, Dec 512:30 PM - 12:50 PM PST
      Venetian | Hall B | Expo | Theater 5
  • Breakout session
    AI/ML
    Cross-Industry Solutions
    Customer Stories
    Generative AI
    Non-English
    200 – Intermediate
    Developer / Engineer
    IT Executive
    IT Professional / Technical Manager
    Mandalay Bay
    Amazon Bedrock
    Amazon Q
    Amazon SageMaker
    Korean
    2:00 p.m. Monday, Dec 02
    Monday, Dec 02
    This session is delivered in Korean. Startups have diverse requirements for a variety of generative AI workloads, from providing their own foundation models for enterprise customers to creating content for end users. In this session, learn how startups can build disruptive innovations using generative AI on AWS. Discover how Upstage’s Solar model is 100% pretrained with Amazon SageMaker and uses AWS Marketplace so global customers can build their own fine-tuned models easily. Find out how Miridih’s MiriCanvas provides AI-powered creative design features like AI presentation generation using prompt chaining on Amazon Bedrock and LangGraph and recommending similar design templates from over 40 million vector data using Amazon OpenSearch Service.

    , CTO, Upstage

    , CTO, Miridih

    , AI/ML Expert Prin. SA, AWS

    • Monday, Dec 22:30 PM - 3:30 PM PST
      Mandalay Bay | Lower Level North | Islander F
  • Breakout session
    AI/ML
    Internet of Things
    Energy & Utilities
    Manufacturing & Industrial
    Customer Stories
    Generative AI
    Non-English
    200 – Intermediate
    Data Engineer
    Data Scientist
    IT Professional / Technical Manager
    Mandalay Bay
    Amazon Bedrock
    Amazon Forecast
    Amazon SageMaker
    Korean
    2:00 p.m. Wednesday, Dec 04
    Wednesday, Dec 04
    This session is delivered in Korean. Doosan Robotics simplifies traditional robotic arm implementation by harnessing generative AI to interpret natural language instructions into executable trajectories, streamlining the process into a single operational step and enhancing efficiency. LG Energy Solution uses Amazon SageMaker, Amazon Forecast, and Amazon Bedrock to accurately predict electric vehicle sales and battery demand, enabling data-driven inventory management and production planning. In this session, learn about driving manufacturing innovation for enhanced business agility while ensuring data security.

    , Principal SA, AWS

    , Data Scientist, LG Energy Solution

    , Vice President, Doosan Robotics

    • Wednesday, Dec 42:30 PM - 3:30 PM PST
      Mandalay Bay | Lower Level North | Islander F
  • Breakout session
    AI/ML
    Cross-Industry Solutions
    Customer Stories
    Generative AI
    Non-English
    200 – Intermediate
    Developer / Engineer
    IT Executive
    IT Professional / Technical Manager
    Wynn
    Walk-up only: No reserved seating required
    Amazon Bedrock
    Amazon Q
    Amazon SageMaker
    2:00 p.m. Monday, Dec 02
    Monday, Dec 02
    This session is delivered in Korean. Startups have diverse requirements for a variety of generative AI workloads, from providing their own foundation models for enterprise customers to creating content for end users. In this session, learn how startups can build disruptive innovations using generative AI on AWS. Discover how Upstage’s Solar model is 100% pretrained with Amazon SageMaker and uses AWS Marketplace so global customers can build their own fine-tuned models easily. Find out how Miridih’s MiriCanvas provides AI-powered creative design features like AI presentation generation using prompt chaining on Amazon Bedrock and LangGraph and recommending similar design templates from over 40 million vector data using Amazon OpenSearch Service.

    , CTO, Upstage

    , CTO, Miridih

    , AI/ML Expert Prin. SA, AWS

    Walk up only session: Walk-up only: No reserved seating required
    • Monday, Dec 22:30 PM - 3:30 PM PST
      Wynn | Level 1 | Lafite 4 | Content Hub | Red Screen