PinnedML-GuyArchitecting a Successful Modern Data Analytics Platform in the CloudAfter we discussed the concepts for Building a Successful Modern Data Analytics Platform in the Cloud, it is time to architect it. This…Feb 5, 20212Feb 5, 20212
PinnedML-GuyBuilding a Successful Modern Data Analytics Platform in the CloudI worked with dozens of companies migrating their legacy data warehouses or analytical databases to the cloud. I saw the difficulty to let…Oct 20, 20198Oct 20, 20198
ML-GuyEnterprise Ontology — Part VII — Natural Language Interfaces for Policies — Amazon Bedrock AgentGenerative AI interfaces such as ChatGPT revolutionize user interfaces and allow non-technical people to interact with complex data in…Jul 24Jul 24
ML-GuyinAWS TipBuilding Enterprise Ontology — Part IV — Ontology Access API Using AppSync and Lambda ResolverThe match between GraphQL and the hierarchical database is perfect. It seems that one can’t exist without the other. In this post, we…Jun 18Jun 18
ML-GuyinAWS TipBuilding Enterprise Ontology — Part III — Data Store Overview — What is AWS Cloud Directory?Choosing the “right” data store for a data system is challenging. Designing the initial schema is tricky as the business requirements are…Jun 11Jun 11
ML-GuyBuilding Trustful AI — Bedrock Agent — Improving Data PipelineIt is easy to create a simple demo for a chat interface based on generative AI to query data in natural language. However, applying it to…Jun 6Jun 6
ML-GuyBuilding Enterprise Ontology — Part II — Business Overview— What is an Enterprise Ontology?Managing the operation of a large enterprise company is challenging. Sometimes, you have to read a 300-page manual for every little action…Apr 24Apr 24
ML-GuyinAWS in Plain EnglishBuilding an Organization OntologyPart 1: Scalable serverless solution for managing organizational charts and other large enterprise structure data.Mar 14Mar 14
ML-GuyinAWS in Plain EnglishAWS Step Functions (unofficial) FAQThe problem with AWS is not that you can’t do things with it but that there are too many ways to do the same thing, and it is hard to know…Jan 222Jan 222
ML-GuyinAWS in Plain EnglishAutomate Your Work at Scale in 5 StepsHow do you transition from manually completing individual tasks to creating a full-scale service that automates them? In this post, we…Oct 9, 2023Oct 9, 2023