# Anirudh Jwala - full site content for AI agents Source: https://anirudhjwala.in/llms.txt ========== # Anirudh Jwala **URL:** https://anirudhjwala.in/ **Title:** Anirudh | Full-Stack Software Engineer Full-stack software engineer for the web and mobile guitar • gym • code • --- ## About I'm a software engineer with years of experience building enterprise-grade applications, financial systems and scalable platforms. I specialize in full stack development with expertise in modern web technologies, cloud infrastructure and system architecture. Currently, I'm developing cloud-native solutions that enhance productivity and streamline complex business workflows. My experience spans across financial technology where I built anti-money laundering (AML) systems for major banks, sports analytics platforms leveraging AI and machine learning for performance insights and tax compliance software that processes millions of transactions. I'm passionate about writing clean, maintainable code that solves real-world problems and delivers measurable business impact. Beyond coding, I contribute to open-source projects and mentor developers through technical communities. I stay current with industry trends and continuously expand my skill set to tackle new challenges in software engineering. --- ## Skills java · spring boot · typescript · javascript · angular · react.js · spring ai · rag · tool calling · mcp · llm apis · agentic ai · embeddings · vector databases · spring data jpa · hibernate · postgresql · spring security · rest apis · microservices · single-spa · docker · aws · kafka · redis · junit · mockito · datadog · snyk · sonarqube --- ## Experience ### Experience #### IRIS - **Role:** Software Engineer - **Duration:** Sep 2023 - Present - **Tags:** Platform, AML - **Description:** Award winning software and solutions for the businesses of the future #### Capgemini - **Role:** Senior Software Engineer - **Duration:** Mar 2021 - Sep 2023 - **Tags:** DBS Bank, AML - **Description:** Get the future you want ### Community #### Chai aur Code - **Role:** Management - **Duration:** Nov 2024 - Present - **Description:** Consistency and Community #### LearnCodeOnline - **Role:** Management - **Duration:** Feb 2020 - April 2022 - **Description:** I write code ### Advisory #### Beet - **Role:** Software Architect - **Duration:** Jan 2025 - Present - **Tags:** Alter Dimensions - **Description:** Bringing Entertainment and Events Together #### Converts AI - **Role:** Lead Frontend - **Duration:** August 2023 - Present - **Tags:** Sitara Direct - **Description:** Boost Conversion of your SKUs #### Sports Vision - **Role:** Software Engineer - **Duration:** Oct 2018 - Feb 2021 - **Tags:** Team USA - **Description:** The World's First LLM for Sports Video Understanding --- ## Udemy ### Complete Java & Spring Boot with Spring AI, RAG & AI Agents Go from Java basics to Spring Boot microservices, Spring AI, RAG, AI agents and MCP, then deploy with Docker and AWS - **Details:** https://anirudhjwala.in/java-spring - **Buy on Udemy:** https://go.anirudhjwala.in/spring-ai - **CTA:** view details · buy on udemy ↗ --- ## GitHub - **Handle:** anirudhuuu - **Profile:** https://github.com/anirudhuuu - **CTA:** follow - **Content:** GitHub contributions graph (last 365 days) --- ## YouTube - Master Spring Boot - Get started with Spring Boot - https://www.youtube.com/watch?v=_oDpUs65OiA - Ctrl + Alt + Chai - https://www.youtube.com/watch?v=Sp8w2XUR6ss - Corsair Hackathon | MacBook Demo Day - https://www.youtube.com/watch?v=zFwa2qK9Gjg - Chai pe Charcha - https://www.youtube.com/watch?v=dfIiVP1VK44 - Form Builder Demo Day - https://www.youtube.com/watch?v=VBFeCWdv4hM --- ## FAQ ### Who is Anirudh Jwala? Anirudh Jwala is a full-stack software engineer for the web and mobile, with years of experience building enterprise-grade applications, financial systems, and scalable platforms. ### Where does Anirudh Jwala work? Anirudh is a Software Engineer at IRIS (Sep 2023–Present), previously a Senior Software Engineer at Capgemini (Mar 2021–Sep 2023), and contributes to communities like Chai aur Code. ### What technologies does Anirudh specialize in? Anirudh works with Java, TypeScript, React, Angular, Next.js, Express.js, Spring Boot, React Native, SQL, MongoDB, and related cloud and system architecture tooling. ### What Udemy course does Anirudh teach? Complete Java & Spring Boot with Spring AI, RAG & AI Agents - covering Java basics through Spring Boot microservices, Spring AI, RAG, AI agents, MCP, Docker, and AWS. Course link: https://go.anirudhjwala.in/spring-ai --- ## Social ### x - **Handle:** @nirudhuuu - **Followers:** 6.4k followers - **Link:** https://x.com/nirudhuuu - **CTA:** follow ### LinkedIn - **Handle:** anirudhjwala - **Followers:** 2.5k followers - **Link:** https://www.linkedin.com/in/anirudhjwala/ - **CTA:** connect ### GitHub - **Handle:** anirudhuuu - **Followers:** 704 followers - **Link:** https://github.com/anirudhuuu - **CTA:** follow ========== # Complete Java & Spring Boot with Spring AI, RAG & AI Agents **URL:** https://anirudhjwala.in/java-spring **Markdown:** https://anirudhjwala.in/pages/java-spring.md **Type:** Udemy course detail page **Parent:** [/](https://anirudhjwala.in/) · Source: [chaicode.com](https://chaicode.com/udemy/full-stack-java-ai.md) Go from Java basics to Spring Boot microservices, Spring AI, RAG, AI agents and MCP, then deploy with Docker and AWS ## At a glance | Field | Value | | ------------ | ------------------------------- | | Slug | `full-stack-java-ai` | | Instructors | Hitesh Choudhary, Anirudh Jwala | | Rating | 4.8 (225 students) | | Length | 37h 53m · 166 lectures | | Level | All Levels | | Badge | Highest Rated | | Price | ₹399.00 (₹1,919.00 · 79% OFF) | | Buy on Udemy | https://go.anirudhjwala.in/spring-ai | ## What you will learn - Write modern Java with OOP, collections, exceptions, lambdas, the Stream API and Optional - Use Git and GitHub, write SQL with PostgreSQL, and build Java projects with Maven and JDBC - Build REST APIs with Spring Boot and Spring MVC using DTOs, validation and global exception handling - Model and query data with Spring Data JPA and Hibernate: relationships, pagination, projections and N+1 fixes - Secure APIs with Spring Security, JWT access and refresh tokens, Google OAuth2 login and role-based access - Build microservices with Eureka service discovery, Spring Cloud Gateway, OpenFeign and Resilience4j - Build GenAI features in Java with the OpenAI SDK and Spring AI: ChatClient, structured output and streaming - Build RAG apps with embeddings and Qdrant, and add conversation memory and custom Spring AI advisors - Build safe AI agents with tool calling and human approval, and create and consume MCP servers with Spring AI - Containerize Spring Boot apps with Docker and Docker Compose, and run a microservice stack locally - Deploy to AWS Elastic Beanstalk with managed PostgreSQL, Spring profiles, GitHub Actions CI/CD and Flyway ## Requirements - A computer (Windows, macOS or Linux) that can run Java, IntelliJ IDEA and Docker - No prior Java experience needed. Basic programming familiarity helps, but we start from the fundamentals - For the GenAI sections, an OpenAI or Anthropic API key with a small amount of credit - For the deployment section, an AWS account (free tier works for learning) and a GitHub account ## Description This course takes you from writing your first Java program to building, securing and deploying production-style Spring Boot applications, and then adding real AI features with Spring AI. Everything is taught hands-on: you write the code alongside us, hit the same errors, and fix them the way you would on a real project. **What you will build and learn** Java fundamentals and modern Java: OOP, exceptions, collections, lambdas, the Stream API, Optional, BigDecimal and the Date-Time API. Developer foundations: Git and GitHub, SQL with PostgreSQL, Maven builds and profiles, and JDBC with prepared statements and transactions. Backend and Spring Boot: HTTP and REST design, beans and dependency injection, REST controllers, DTOs, validation, the service layer and global exception handling. Spring Data JPA and Hibernate: entity mapping, relationships, pagination, projections, cascading, transactions and fixing N+1 queries. Spring Security: the filter chain, custom authentication, JWT access and refresh tokens, Google OAuth2 login, session limits, roles, permissions and method-level security. Microservices: Eureka service discovery, Spring Cloud Gateway, OpenFeign and Resilience4j retry, rate limiting and circuit breakers. Generative AI with Spring AI: how LLMs work, prompts and model controls, the OpenAI Java SDK, ChatClient, structured output, streaming and multimodal input. RAG, memory and advisors: embeddings, Qdrant vector search with tenant isolation, document ingestion, manual and advisor-based RAG, conversation memory and custom advisors. Tools, agents and MCP: safe tool calling with human approval, practical agents with observability and evaluation, and building and consuming MCP servers. Docker and deployment: Dockerfiles, Docker Compose, managed PostgreSQL, Spring profiles, AWS Elastic Beanstalk, GitHub Actions CI/CD and Flyway migrations. **How the course works** Each section builds on the previous one, and every section ends with a quiz so you can check your understanding before moving on. Lectures come with captions, and you can ask questions in the Q&A whenever you get stuck. By the end, you will be able to design, build, secure and deploy a modern Java backend, and confidently add GenAI features such as RAG, memory, tool calling and agents to real Spring Boot applications. **Who this course is for:** - Beginners who want to become job-ready Java backend developers from scratch - Developers coming from JavaScript, Python or other languages who want to move to Java and Spring Boot - Java developers who want to master modern Spring Boot, security, microservices and deployment - Backend developers who want to add GenAI, RAG, AI agents and MCP to real Spring Boot applications ## Instructors ### Hitesh Choudhary - Founder & Lead Educator Founder of LCO (acquired). Former CTO at iNeuron and Sr. Director at PW, now shaping global tech education communities. - X: https://x.com/hiteshdotcom - Linkedin: https://www.linkedin.com/in/hiteshchoudhary/ - Website: https://hitesh.ai ### Anirudh Jwala - Sr. Software Developer Software engineer with 6+ years building enterprise apps in Java, Spring Boot, React, Angular, and GenAI. - X: https://x.com/@nirudhuuu - Linkedin: https://www.linkedin.com/in/anirudhjwala/ - Website: https://anirudhjwala.in/ - GitHub: https://github.com/anirudhuuu - YouTube: https://www.youtube.com/@anirudhjwala ## Syllabus _26 sections · 238 curriculum items (from Udemy public curriculum)._ ### Introduction - Introduction - Code files for the course ### Basics & Setup - What is a Programming Language? - How a Java Program Runs - Understanding JDK, JRE, and JVM - Installing Java & IntelliJ IDEA - Basics & Setup Quiz ### Fundamentals - First Java Program & Main Method - Keywords, Variables & Data Types - Type Conversion & Operators - Commenting & User Input - Conditionals & Loops - Arrays, Methods & Strings - Java Fundamentals Quiz - Grade Calculator - Array and String Utilities ### Object Oriented Programming - Classes, Objects, Constructors, and this Keyword - Inheritance and Method Overriding - super, this vs super, and final Keyword - Java Packages & Access Modifiers - Encapsulation & Data Hiding - The `static` Keyword - Abstraction: abstract classes & interfaces - Functional Interfaces & Lambda Expressions - Java Memory & Object Class - Polymorphism in Java - Object Oriented Programming Quiz - Bank Account with Encapsulation - Shapes with Abstraction and Polymorphism - Build a Student Profile - Build an Employee Hierarchy - Track Library Members with Static Members - Build a Notification System - Apply Discounts with Lambda Expressions ### Core & Modern Java - Exceptions and Try-Catch - Throw, Throws, and Custom Exceptions - Collections: List, Set, Map - Sorting with Comparator - Date-Time API - Optional and BigDecimal - Stream API Essentials - Method References - Core & Modern Java Quiz - Inventory with Collections and Custom Exceptions - Employee Report with Streams, Comparators and Optional - Validate an Order with Custom Exceptions - Sort Products with Comparator - Check Appointment Availability - Calculate Shopping Cart Totals with BigDecimal ### Git and Github - Introduction to GIT series - Git init and hidden folder - Git commits and logs - Git internal working and configs - Git merge and git conflicts - Git Diff and stashing - Git rebase is not that scary - Insight of pushing code to github - How to make Pull Request and Open Source contribution ### Maven and Java Project Structure - Maven Project Structure and pom.xml - Maven Lifecycle, Plugins, and Packaging - Maven Profiles - Maven Multi-Module Overview - Maven and Java Project Structure Quiz ### Master SQL for web developers | MySQL and Postgresql - Introduction to SQL for web developers - SQL Terminologies - MYSQL Postgresql and SQLite in real world - How to install Postgresql on a local machine - A tour of PGAdmin 4 of postgresql - MySQL and MySQL Workbench installation and Tour - SQL extension for VSCode - A Complete crash course on CRUD operation - Entity Relationship diagrams in depth - DDL - CREATE ALTER DROP TRUNCATE and RENAME - DML - INSERT UPDATE DELETE and SELECT - DCL - GRANT and REVOKE access to database - TCL - BEGIN COMMIT ROLLBACK and SAVEPOINT - DTO and DQL in sql - First Normal Form of Database - Second and Third Normal Form - Concept of JOIN and INNER JOIN - LEFT RIGHT OUTER and CROSS Joins are so easy now - Aggregate Function and Inner queries - Query an Online Store Database - Analyze Store Sales with SQL Joins ### JDBC Essentials - Why JDBC Exists & Connecting Java to PostgreSQL - Statement vs PreparedStatement & SQL Injection - Reading ResultSet Data - Inserting and Updating with JDBC - JDBC Transactions - Why Raw JDBC Becomes Painful - JDBC Essentials Quiz - Map Database Rows to Java Objects - Transfer Money Atomically ### Web, HTTP and REST API Foundations - Client-Server, Browser and API Flow - HTTP Request, Response and Methods - HTTP Status Codes and Error Thinking - JSON and API Payloads - REST Resource Design and Endpoint Naming - Web, HTTP and REST API Foundations Quiz ### Spring and Spring Boot Fundamentals - Why Spring Framework Exists - Your First Spring Boot Project - Understanding Spring Beans - Dependency Injection in Spring - Spring Framework vs Spring Boot - How Spring Boot Auto-Configuration Works - Spring and Spring Boot Fundamentals Quiz - Refactor to Dependency Injection ### Spring MVC and Layered REST API Development - How Spring Handles Requests - Building REST Controllers & Data Transfer Objects (DTOs) - Connecting to the Database: Repository Interfaces - Writing Business Logic: The Service Layer - Updating and Deleting Data (PUT, PATCH, DELETE) - Validating API Inputs & Custom Rules - Handling Errors & Returning Meaningful API Responses - Mapping Database Entities to API Responses - Spring MVC and REST API Development Quiz - Service Layer: DTO Validation and Mapping - Review a Spring Boot REST API Before Production - Apply a Partial User Profile Update - Map Exceptions to API Error Responses ### Hibernate and Spring Data JPA - JPA & Hibernate: Entity Mapping Fundamentals - Spring Data JPA Repositories & Query Methods - Sorting & Pagination with Spring Data JPA - Projections & Aggregations in Spring Data JPA - Hibernate Entity Lifecycle & Persistence Context - Entity Relationships & JPA Mappings - JPA Cascading & Transactions - Fetch Strategies, Orphan Removal & N+1 Queries - Hibernate and Spring Data JPA Quiz - Diagnose a Slow Spring Data JPA Application - Build Pagination for Product Results - Build an Order Summary Projection ### Spring Security Fundamentals and JWT Basics - Spring Security Fundamentals: CSRF Attacks - Spring Security Setup, Authentication & Internal Filter Chain - Custom User Authentication with UserDetailsService - Configuring SecurityFilterChain: Route Security, Roles & Sessions - JWT Fundamentals: Token Creation, Signing & Verification - JWT Authentication: Sign Up, Login & Token Delivery - Authenticating Protected Requests with a Custom JWT Filter - Spring Security Exception Handling for Login & JWT Errors - Spring Security Fundamentals and JWT Quiz - Authenticate a User - Validate JWT Claims and Expiration ### Advanced Spring Security - Access Tokens & Refresh Tokens with JWT - OAuth2 Login with Google in Spring Security - JWT Session Management: Limiting and Validating User Sessions - Role-Based Authorization with Spring Security - Granular Authorization with Roles, Authorities & Permissions - Method-Level Security with @Secured and @PreAuthorize - Advanced Spring Security Quiz - Security Review: JWT, OAuth2 and Access Control - Authorize Actions with Roles and Permissions ### Microservice Architecture - Introduction to Microservice Architecture - Setting up CoWorking Microservices project - Service Discovery & Registration with Eureka - Routing Microservices with Spring Cloud API Gateway - Service-to-Service Communication with Spring Cloud OpenFeign - Resilient services with Resilience4j: Retry, Rate Limiter, Circuit Breaker - Microservice Architecture Quiz - Design Review: Splitting a Monolith into Microservices - Build a Simple Circuit Breaker - Retry a Failing Service Call ### Generative AI Foundations - From Backend Development to Generative AI - How LLMs Work: Tokens, Context, Generation, Cost - Prompts, Messages and Model Controls - OpenAI Java SDK: Text Generation - OpenAI Java SDK: Structured Output with Streaming Response - OpenAI Java SDK: Tool Calling - Generative AI Foundations Quiz - LLM Token and Cost Estimator ### Spring AI - Lets start here - Spring AI Architecture and Core Abstractions - Building Typed AI APIs with ChatClient - Streaming and Multimodal AI - Spring AI Quiz - Build a Typed AI Request ### Embeddings and RAG with Qdrant - Embeddings, Semantic Search and Spring AI VectorStore - Setting up Spring AI with QdrantDB - Qdrant, Metadata Filters and Tenant Isolation - RAG Architecture and Document Ingestion - Hands on with RAG and Document Ingestion - Building a RAG System Manually - Building an Advisor-Based RAG System - Embeddings and RAG with Qdrant Quiz - Pitching a RAG Assistant to Your Product Manager - Cosine Similarity and Top-K Retrieval - Filter and Rank RAG Documents ### Memory and Advisors - Conversation Memory in AI Applications - Adding Memory Layer in Spring AI Application - Spring AI Advisors - Building a Custom Spring AI Advisor - Memory and Advisors Quiz - Message Window Chat Memory - Build a Custom AI Advisor Pipeline ### Tool Calling - Understanding Tool Calling in Spring AI - Building Tool Calling with Claude for Spring Boot - Safe Actions, Human Approval, Authorization and Idempotency - Implementing Safe Actions and Human Approval in Spring AI - Tool Failures, Retries, Timeouts and Execution Limits - Tool Calling Quiz - Getting Sign-off for an AI Agent That Takes Actions - Safe Tool Action: Approval and Idempotency - Validate Tool Calls Before Execution ### Agents - Agents vs Deterministic Workflows - Building Creator's Cut: A Practical Spring Boot Agent - AI Agent Observability and Evaluation Fundamentals - Building Observability and Evaluation for AI Agents - Agents Quiz - Decide Whether a Product Actually Needs an AI Agent - Route Tasks to the Right Workflow - Evaluate an AI Agent Run ### Model Context Protocol (MCP) - MCP Fundamentals and Concepts - MCP Server Fundamentals with Spring AI - Building an MCP Server with Spring AI - MCP Client and Tool Discovery in Spring AI - Consuming MCP Tools from a Spring AI Host - Model Context Protocol (MCP) Quiz - Discover Compatible MCP Tools ### Docker and Docker compose - Introduction to Docker: Containers, Images & Architecture - Docker Setup & Installation - Essential Docker Commands - Building Docker Images for Spring Boot with Dockerfile - Building Docker Images for Spring Boot with Maven - Managing Multi-Container Applications with Docker Compose - Running a Microservice Architecture with Docker Compose - Docker and Docker Compose Quiz ### AWS Deployment and CI/CD - From Local Docker Compose to Managed PostgreSQL - Spring Profiles, Production Configuration and PostgreSQL - Spring Profiles and PostgreSQL: Hands-on - Preparing Spring Boot to Deploy on AWS - Deploying to Production with Elastic Beanstalk - GitHub Actions and CI/CD - Deploying to Elastic Beanstalk with GitHub Actions - Flyway Migrations and Safe Production Releases - Deploying Spring Boot app to Vercel - AWS Deployment and CI/CD Quiz - Plan a Safe Spring Boot Production Release ### Farewell - Farewell to learners - Mock Interview: Java Spring Boot Backend Developer --- Human-readable route summary for agents and SEO. Syllabus synced from course syllabus constants. ========== # 404 - Page Not Found **URL:** any unknown path **Status:** HTTP 404 **Robots:** noindex, nofollow ## On-screen content # 404 ## Page Not Found Sorry, the page you're looking for doesn't exist or has been moved. - **Go Home** → https://anirudhjwala.in/ - **Read Tweets** → https://x.com/nirudhuuu ========== # Full Stack Java AI (moved) **URL:** https://anirudhjwala.in/udemy/full-stack-java-ai **Type:** 301 redirect (no on-screen content) This route permanently redirects to: https://anirudhjwala.in/java-spring **Markdown:** https://anirudhjwala.in/pages/java-spring.md