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JM.

Jaswanth Madala

Software engineer · AI systems

Building reliable backend systems and intelligent AI-powered applications.

I'm a software engineer interested in backend architecture, distributed systems, and AI agents. I work across Java, Spring Boot, and data platforms while exploring how LLMs and tool-enabled agents can solve real-world engineering problems.

Portrait of Jaswanth Madala

Selected work

Projects with a purpose

All projects
01Professional work

AI-powered Telecom Operations Assistant

An agent-based incident triage and alarm correlation assistant that helps network operations teams work with alarms, incidents, and service impact through natural-language requests.

  • Java
  • Spring Boot
  • Spring AI
  • LLMs
  • Tool calling
Telecom and Network AutomationCase study
03Professional work

MCP-based Network Configuration Agent

A Model Context Protocol server exposing secure, capability-limited tools so agents can read and reason about network configuration data.

  • Spring AI
  • MCP
  • Java
  • Spring Boot
  • REST APIs
AI Agents and MCPCase study

Toolbox

Skills and technologies

Areas I work in and keep learning. This is a list of working areas, not a claim of expertise in every item.

Backend & systems
Java, Spring Boot, REST APIs, Microservices, Maven, Git, Concurrency
AI & agent engineering
Spring AI, Model Context Protocol (MCP), LLMs & tool calling, Structured outputs, Prompt engineering
Databases & storage
MySQL, Cassandra, Relational modeling, Distributed storage, Query optimization
Infrastructure & telecom
Docker, Kubernetes, Network management, Alarm correlation, Work-order workflows

A little about me

Backend foundations. AI-minded curiosity.

I'm a software engineer focused on backend development and AI systems. My work sits where backend engineering, telecom, and AI meet.

I build services with Java and Spring Boot, and I'm interested in how large language models, tool calling, and structured outputs can automate real operational workflows such as configuration management, alarms, incidents, and work orders.

More about me

Have a good problem?

Let's make something useful.

Open to thoughtful conversations about backend systems, AI agents, and collaboration.

Get in touch