Nowadays everything is getting an AI flavor to them. So it is becoming more important to be able to properly deploy AI apps and be able to define the infrastructure for such apps. I found that AWS CDK is a very useful infrastructure-as-code (IaaC) tool provided by AWS, which makes…

In the realm of Artificial Intelligence, where revolutionary advancements continue to reshape our world, one crucial aspect stands out: the ability of AI models to make predictions and draw conclusions based on their learned knowledge. This process, known as inference, lies at the core of an AI model’s functionality, enabling…

In today’s fast-paced world, artificial intelligence (AI) has become an indispensable tool for solving complex problems and making informed decisions. As businesses strive to harness the power of AI, it’s crucial to have a robust and efficient pipeline for training AI models. Also its all the more important now for developers to learn about AI and AI models. So I started delving into different AI topics and tried training and deploying my own AI models to AWS.

All applications generate logs. Logs are essential for understanding how software and systems are performing, identifying and troubleshooting issues, and ensuring compliance. Centralizing logs from different sources into a single location can greatly simplify log management, analysis, and monitoring .To be able to efficiently centralize logs , is very useful…

Monitoring is a very important part of Devops for any application. Having a proper monitoring stack to monitor applications or measure performance is as important as deploying the application itself. So it becomes important for the team to maintain a resilient monitoring setup which is able to cope up with the application availability too. Thats why I started learning to deploy a HA (highly available) monitoring stack which can handle monitoring loads and stay HA.

This video is a walkthrough of process to build and deploy a GoLang Lambda to AWS. The Lambda performs a query on DynamoDB table and responds with the records. The Lambda is exposed via an API Gateway to create an API which responds with the DynamoDB records. https://youtu.be/Zui42HfEX04

ChatGPT is the most hot topic now in the tech community. Its growth in popularity in a short time has solidified its position among other similar solutions. I decided to have a go at learning the workings of the underlying API (not the exact ChatGPT API but the previous version…

Azure has quickly become one of the leading cloud providers in the market now. So I started having deep dives in learning about Azure resources. One of the useful aspect of Azure is the usage of Azure API to interact with the resources. Similar to AWS, the Azure API also…

Microsoft Teams is increasing in popularity across many teams nowadays. It has become a primary means of intra team communication for many technology teams. So it becomes useful if operational teams use Microsoft Teams as an alerting mechanism too. It will be useful if these dev or ops teams, who spend a good amount of time on Teams application, also get alerted about any deployed application events, on the same platform.