Seungwon Choi's starred repositories
amazon-bedrock-workshop
This is a workshop designed for Amazon Bedrock a foundational model service.
KoSimCSE-SageMaker
This is a hands-on for ML beginners to perform SimCSE step-by-step. Implemented both supervised SimCSE and unsupervisied SimCSE, and distributed training is possible with Amazon SageMaker.
aws-ai-ml-workshop-kr
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
amazon-bedrock-workshop-webinar-kr
This is a workshop designed for Amazon Bedrock a foundational model service.
fabric-samples
Samples for Hyperledger Fabric
non-profit-blockchain
Builds a blockchain network and application to track donations to non-profit organizations, using Amazon Managed Blockchain
sm-huggingface-kornlp
This hands-on lab guides you on how to easily train and deploy Korean NLP models in a cloud-native environment using SageMaker's Hugging Face container.
aws-genai-llm-chatbot
A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS
sagemaker-jumpstart-generative-ai-examples
Unlocking Creativity: Generative AI with SageMaker Jumpstart
retail-demo-store
AWS Retail Demo Store is a sample retail web application and workshop platform demonstrating how AWS infrastructure and services can be used to build compelling customer experiences for eCommerce, retail, and digital marketing use-cases
designing-cloud-native-microservices-on-aws
Introduce a fluent way to design cloud native microservices via EventStorming workshop, this is a hands-on workshop. Contains such topics: DDD, Event storming, Specification by example. Including the AWS product : Serverless Lambda , DynamoDB, Fargate, CloudWatch.
architecture-group
AWSKRUG architecutre small group
aws-step-functions-kendra-web-crawler-search-engine
This sample aims to demonstrate how to create a serverless web crawler and search engine, using AWS Lambda, AWS Step Functions, and Amazon Kendra
blur-pii-aws-ai
PII Detection and Blurring in Text, Images and Video using AWS AI Services
aws-sa-pro
Course Files for AWS Certified Solutions Architect - Professional - Adrian Cantrill
aws-cdk-project-template-for-devops
This repository provides best practices and template framework for developing AWS Cloud Development Kit(CDK)-based applications effectively, quickly and collaboratively.
amazon-rekognition-serverless-large-scale-image-and-video-processing
Process images and videos at scale using Amazon Rekognition
lookout-for-vision-demo
A simple demo application that uses Amazon Lookout for Vision to spot defects and detect anomalies
amazon-lookout-for-vision-rekognition-multiclassification
This page provide datasets, code samples and instructions for the blog "Defect detection and classification in manufacturing using Amazon Lookout for Vision and Amazon Rekognition Custom Labels"
amazon-lookout-for-equipment-python-sdk
The Amazon Lookout for Equipment Python SDK is an open-source library that allows you to easily build, train and deploy anomaly detection models for industrial time series data using Amazon Lookout for Equipment