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Systems Architecture

Designing resilient backend systems for modern traffic, cloud scale, and long-lived APIs.

I build Java and Spring Boot platforms with measurable reliability. The focus is not just shipping services, but shaping migration paths, observability, and message-driven systems that hold up in production.

The Repository

Latest articles on architecture, systems, and cloud-native delivery.

Explore in-depth articles on modern architecture patterns, distributed systems, and cloud-native technologies. Each piece is crafted to help you build scalable, resilient solutions.

Technical Engine

Core competencies and technological stack.

Languages & Frameworks

Java Spring Boot Hibernate / JPA Spring MVC / Data JEE / JSF Restlet Python TypeScript JavaScript React Tomcat / WildFly / JBoss JUnit / Mockito

Cloud & DevOps

GCP (ACE Certified) Kubernetes Rancher Docker Linux Administration Jenkins GitHub CI Azure (AZ-900) Splunk AppDynamics Datadog Git

Architecture & Data

Microservices RESTful APIs Distributed Systems Event-Driven (RabbitMQ) Legacy Modernization Databricks Oracle PostgreSQL MySQL MongoDB Redis Solr SQL Optimization

Professional Arc

Experience and impact.

Software Development Consultant I

Lumen Technologies

Bengaluru, India · October 2025 – Present

Current

Leading the containerization and modernization of legacy Tomcat, WildFly, JBoss, and Restlet enterprise applications into Spring Boot microservices on Kubernetes / Rancher (GCP) from architecture through production delivery.

Building a Databricks-based data hub to replace legacy mainframe systems, enabling high-performance large-scale data platform capabilities alongside backend services.

Administering Linux-hosted production environments with deep observability tooling (Splunk, AppDynamics, Datadog) and JVM thread/heap dump profiling to accelerate incident resolution and reduce MTTR.

Software Development Engineer

Lumen Technologies

Bengaluru, India · July 2023 – October 2025

Led migration of production REST applications from Restlet to Spring Boot, containerizing workloads with Docker and deploying to Kubernetes / Rancher on GCP.

Built and maintained an external-facing Spring Boot REST API powering real-time address-search autocomplete for customer service qualification.

Architected Java / Spring Boot / Hibernate microservices validating telecom service qualification across a shared relational database under high concurrency (100,000+ req/day).

Developed concurrent batch ingestion modules utilizing RabbitMQ and Java concurrency patterns for resilient data synchronization.

Deployed Architecture

Selected systems and solutions.

PROJECT VEGA — Open-Source GraphRAG Architecture Discovery & Design Engine

Project VEGA is a FOSS blueprint designed to eliminate microservice sprawl and tribal knowledge. It utilizes local LLMs, dual Graph-Vector storage, and a SvelteKit workspace to automatically index enterprise codebases and generate interactive architecture blueprints.

GraphRAG Microservices SvelteKit Local LLM Enterprise Architecture
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PHISH SLAYER — Open-Source Context-Aware Phishing Simulation Framework

PHISH SLAYER is a FOSS project designed to solve the personalization gap in security awareness training. It generates context-aware phishing simulations using LLMs, enhancing employee engagement and training effectiveness.

Phishing Simulation LLMs Security Awareness
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CloudLab Orchestrator

Web platform for YAML-defined lab environments with plans for browser-based SSH, VNC, and RDP—cloud-native, horizontally scalable, and security-conscious.

GCP Kubernetes Spring Boot K3s Longhorn
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Prompt Butler — AI Prompt Management Overlay

Lightweight, always-on-top JavaFX desktop overlay designed to store, fuzzy-search, dynamically populate, and instantly inject your prompt templates into your clipboard.

AI LLM Prompt Engineering Productivity JavaFX Open Source
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Ticketris — AI-Powered Ticket Triage System

An Open-Source, Zero-Training Agentic Ticket Enrichment & Routing Framework Powered by the Model Context Protocol (MCP)

Ticket Triage LLMs MCP Agentic Systems
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Confidentiality Safeguard

Protects confidential web data from malicious extensions using Shadow DOM isolation and vault-style secret handling.

Security Browser Shadow DOM
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RaagaDex- Web app for Indian classical musicians (Carnatic and film repertoire)

Web app for Indian classical musicians (Carnatic and film repertoire): songs, media uploads, lookup tables (ragams, composers, movies, …), curated lists, and Firebase-based sharing. Built with SvelteKit, Tailwind CSS, and Firebase (Auth, Firestore, Storage).

Indian Classical Music SvelteKit Tailwind CSS Firebase
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Android Shredder

Android Shredder is a high-security Android application designed to permanently and irrecoverably delete files and directories.

Android Kotlin Security Shredding Algorithms
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Beaver Expense Tracker

Beaver Expense Tracker is a responsive web application for managing construction expenses across sites, categories, and timelines. It is built for day-to-day project accounting tasks such as entry, filtering, reporting, receipt management, and export.

Vite React Typescript Firebase
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Foundation

Education and credentials.

Academic degree

Bachelor of Computer Science and Engineering

Sona College of Technology — Salem, Tamil Nadu

2019 – 2023 · GPA: 8.85 / 10

Completed

Certifications

Google Cloud Certified – Associate Cloud Engineer

February 2024

Microsoft Azure Fundamentals (AZ-900)

February 2021

Cisco Enterprise Networking, Security & Automation

March 2021