Navule Pavan Kumar Rao's Blog

Amazon Bedrock Data Automation: Advanced IDP Blueprint solution for GenAI based Resume Parsing

This post demosntrates building scalable resume parsing with Amazon Bedrock Data Automation. Complete IDP guide with CDK, Lambda, S3 integration for automated document IDP using GenAI on AWS. It’s Monday morning, and your HR team just received 200 resumes for that critical engineering position. Each resume has a different format, layout, and structure. Someone needs […]

How to benchmark LLMs deployed on Amazon SageMaker

Learn how to benchmark LLMs on Amazon SageMaker endpoints. We will be benchmarking Llama 2 13B chat model on Amazon SageMaker Endpoint using awscurl.

Google Cloud for ASP.NET Core Web Apps

I have made a series of tutorials that will help you get started on working with GCP for ASP.NET Core Web Application development. About the Web App The series majorly focuses on an ASP.NET Core MVC Web App (.NET 6). This web app has EF Core ORM that talks to a PostgreSQL database. The Web […]

Working with Google Cloud Storage for ASP.NET Core 6 MVC Application using Entity Framework Core 6

In this tutorial, we will see how to work with Google Cloud Storage when implementing ASP.NET Core MVC applications using Entity Framework Core. The same approach described in this step-by-step tutorial will be applicable to ASP.NET Core WebAPI projects or ASP.NET Core Minimal API projects.

How to deploy V lang REST API on Azure

In this tutorial we will see how to deploy a V lang based REST API on Azure App Service in the containerized form. Before, we proceed let's look at the very short and sweet introduction to V.

Data Synchronization in Concurrent tasks using locks in V Language

Sometimes it is essential to share data and have data synchronization between the concurrent tasks. With the help of shared objects and locks, V allows you to synchronize the data between the tasks that are running concurrently. In this tutorial, we will see by example, on how to leverage shared objects and locks to synchronize data across concurrent routines using V Programming language.

Deploy FastAPI on Azure App Service

In this tutorial we will see how to deploy FastAPI on Azure App Service Linux Plan. The FastAPI will have PostgreSQL database and Asynchronous REST Endpoints. We will create a PostgreSQL database on Azure and App Service Plan to host FastAPI on Azure ☁️.

Deploy FastAPI app on Google Cloud Platform

In this tutorial we will see how to deploy a FastAPI app on GCP App Engine. The tutorial will give a detailed walk through on how to create an app on Google Cloud Platform and deploy a FastAPI application implemented in python. By the end of tutorial you will learn how to deploy FastAPI app on Google Cloud Platform.

Implementing Async REST APIs in FastAPI with PostgreSQL CRUD

In this tutorial we will implement a Python based FastAPI with PostgreSQL CRUD. We will focus on implementing Asynchronous REST Endpoints with the help of Python based module databases that gives simple asyncio support for a range of databases including PostgreSQL.

A Comprehensive Guide on Publishing your existing code to GitHub for Absolute Beginners

This tutorial will help you publish your existing project on your local PC to a new GitHub repository. Follow along the steps that will help you publish your code to the GitHub.