Published inJackie Chen’s IT WorkshopAI Enhanced Traffic MonitoringGenerative AI is a general purpose technology like electricity, capable of empowering existing systems across various sectors. For example…Dec 9, 2024Dec 9, 2024
Published inJackie Chen’s IT WorkshopBuild a GenAI Chatbot with AWS Serverless ArchitectureIf you are interested to build a GenAI Chatbot with AWS Serverless architecture. Here you go — I have created a sample project to…Nov 19, 2024Nov 19, 2024
Published inJackie Chen’s IT WorkshopHow to assume root user of an AWS account?Due to that some tasks require root user credentials, from time to time we need to login into an AWS account as root, e.g removing a…Nov 18, 2024Nov 18, 2024
Published inJackie Chen’s IT WorkshopUnleashing the Power of Generative AI: Building a Smart Image LibraryIn our ever-evolving digital landscape, managing and organising vast collections of images can be a daunting task. However, with the advent…Mar 25, 2024Mar 25, 2024
Published inJackie Chen’s IT WorkshopPrompt Engineering with Claude 3 Haiku10 days after Anthropic’s Claude 3 Sonnet landed in Amazon Bedrock, Claude 3 Haiku Model is now available on Amazon Bedrock as well. Haiku…Mar 15, 20241Mar 15, 20241
Published inJackie Chen’s IT WorkshopImage-Reader: A project to explore Claude 3 Vision CapabilitiesA week ago, AWS announced that Anthropic’s Claude 3 Sonnet model now available on Amazon Bedrock. I am so eager to give it a try…Mar 12, 2024Mar 12, 2024
Published inJackie Chen’s IT WorkshopIncrease max input length for HuggingFace model in SageMaker deploymentI deployed HuggingFace zephyr-7b-beta model to SageMaker by using the default deploy.py script. When trying to invoke the model endpoint, I…Jan 17, 20241Jan 17, 20241
Published inJackie Chen’s IT WorkshopUse Amazon Q with CodeWhispererToday I would like to share how to use Amazon Q with CodeWhisperer. The use cases can be self-learning, code review, bug fixing …Dec 1, 2023Dec 1, 2023
Published inJackie Chen’s IT WorkshopUse Amazon Q to create a Tax Return AssistantLoads of new announcements were made in the last couple days in re:Invent 2023. Since I am particularly interested in the GenAI space, I…Dec 1, 2023Dec 1, 2023
Published inJackie Chen’s IT WorkshopCreate Personal Health Coach (PHC) with OpenAIIntroductionNov 25, 2023Nov 25, 2023
Published inJackie Chen’s IT WorkshopBuild EKS with EKS BlueprintsEKS Blueprints is a collection of Infrastructure as Code (IaC) modules that will help you configure and deploy consistent…Jun 30, 2023Jun 30, 2023
Published inJackie Chen’s IT WorkshopMasking PII Image with Slack BotA few months back, I introduced this project which masks texts in an image by utilizing a couple of AWS ML services (Rekognition, Textract…Jun 13, 2023Jun 13, 2023
Published inJackie Chen’s IT WorkshopBuild docker image with kaniko in GitLab pipelineGitLab offers a CICD pipeline template for building docker images — Docker.gitlab-ci.yml. As shown below, it uses docker-in-docker…May 10, 2023May 10, 2023
Published inJackie Chen’s IT WorkshopLearning AWS Landing Zone Accelerator (LZA) as a DeveloperOverviewMay 3, 2023May 3, 2023
Published inJackie Chen’s IT WorkshopAmazon CodeCatalyst vs AWS Code FamilyAmazon CodeCatalyst is a new addition to the AWS development and delivery toolbox. Comparing to the AWS Code family (CodeCommit, CodeBuild…May 1, 2023May 1, 2023
Published inJackie Chen’s IT WorkshopUse Amazon CodeWhisperer for freeAmazon CodeWhisperer is a Generative AI powered coding companion. It is very exciting to see that Amazon CodeWhisperper is now generally…Apr 17, 2023Apr 17, 2023
Published inJackie Chen’s IT WorkshopMask Words In ImageAs the name suggests, mask-words-in-image can mask words in an image file. User specifies which words should be masked, it can be any…Feb 22, 2023Feb 22, 2023
Published inJackie Chen’s IT WorkshopUse ChatGPT to check software bugs?In my previous blog Why you need CodeGuru, I mentioned that how I used CodeGuru to detect a high severity bug in a piece of Python code…Feb 12, 2023Feb 12, 2023
Published inJackie Chen’s IT WorkshopWhy you need CodeGuru?There are a few OUs within the AWS Organizations in my test environment: Security, Prod, Dev, Suspended, Infrastructure and Test. The Test…Feb 10, 2023Feb 10, 2023
Published inJackie Chen’s IT WorkshopAWS Config Advanced Query Supported RegionsAs mentioned in AWS Config Advance Queries against Aggregator sample, the Advance Queries is really handy when you are trying to get a list…Feb 8, 2023Feb 8, 2023
