webvictory.hashnode.devCortexAI: Building Tenant-Aware AI Insights on AWSProject Overview CortexAI is a multi-tenant data analytics platform that helps organizations derive AI-generated insights from their operational datasets without sacrificing data isolation, security, or usability. The application streamlines the flow...Nov 12, 2025·3 min read
webvictory.hashnode.devMongoose virtual field & memory performanceOur problem statement is does having mongoose virtual field of type array of objectIds (and no other fields) impacts memory performance? Although we do have mongodb patterns to follow. but various scenarios like an evolving product ,an urgent require...Oct 24, 2025·3 min read
webvictory.hashnode.devIndexes in MongoDBThe aim of this blog is to understand how MongoDB stores indexes per database, when multiple databases are on the same MongoDB cluster. Those who are not very familiar with indexes, consider indexes as a table of content for any book, where a book is...May 3, 2024·3 min read
webvictory.hashnode.devUsing Mongodb FOR Online Transaction processingThe aim of the blog is sharing my experiences using MongoDB for OLTP (Online Transaction Processing) workloads. Although it's not always the first choice for every scenario. Here's a breakdown of why and when MongoDB might be a good fit for OLTP: Str...Apr 19, 2024·2 min read
webvictory.hashnode.devGO routines in AWS lambdaThis blog is a quick skim understanding of Go routines behaviour in aws lambda and its concepts. I want this blogs to be a reminder to myself. sometimes this concepts fade easily even after working alot... first and for most the most important questi...Feb 23, 2024·4 min read
