AWSDeploying an AWS ECS Cluster with AWS CDK (in GoLang) and Deploying a Streamlit-OpenAI App to the cluster 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…
AWSHow to run a Neural Network(RNN) training pipeline on Airflow and deploy the AI model to AWS ECS for Inference In today’s fast-paced world, artificial intelligence (AI) has become an indispensable tool for solving complex problems and making informed…
AWSStream logs from EC2 to AWS OpenSearch and easily perform searches on the logs: Deploy an OpenSearch cluster on AWS All applications generate logs. Logs are essential for understanding how software and systems are performing, identifying and…
AWSDeploy a resilient monitoring stack using Terraform and Ansible: Deploy Prometheus and Grafana clusters on AWS Monitoring is a very important part of Devops for any application. Having a proper monitoring stack to monitor applications or measure…
AWSEffectively analyze chat sentiment by Amazon Lex and OpenAI-GPT-3 API: Deploy using Terraform and Github ActionsChatGPT is the most hot topic now in the tech community. Its growth in popularity in a short time has solidified its position among other…
AWSA fun experiment: Create Azure resources using AWS Cloudformation (Built using GoLang)Azure has quickly become one of the leading cloud providers in the market now. So I started having deep dives in learning about Azure…