Senior Full Stack Engineer

Prachi Panditrao

Architecting high-concurrency fintech infrastructure and intelligent system automation.

Over 8 years of enterprise engineering experience delivering distributed microservices, parallel data pipelines, and scalable web layers using Java, Spring Boot, React, and Angular.

Open Source Impact

Contributed to core spring-projects/spring-ai. Fixed a runtime payload nested structure flaw for strict mode tool validation (#6540) coming in the 2.0.1 release train.

View Pull Request ↗

// Core Stack

Languages

Java, TypeScript, JavaScript, SQL, Python

Backend Engineering

Spring Boot, REST APIs, Microservices, Apache Kafka

Frontend Architecture

Angular, React.js, Next.js, HTML5, CSS3

Cloud & DevOps

Kubernetes, Docker, Azure Cloud, CI/CD Pipelines

Data Infrastructure

PostgreSQL, Oracle DB, Snowflake, MySQL, Git

Automation & Core AI

Model Context Protocol (MCP), System Prompt Architecture, RAG Flow

Core Technical Focus

Enterprise system architecture delivered through scalable, low-latency applications and automated development environments.

System Automation & Intelligent Workflows

Developing asynchronous automation pipelines and semantic integration servers to isolate, optimize, and streamline execution patterns.

Distributed System Modernization

Refactoring brittle legacy banking architectures into containerized, high-throughput microservices to protect transaction durability and throughput.

Proven Milestones

A track record of structural codebase modernization, distributed data transformations, and large-scale developer tool implementation.

Scale & Automation — Mastercard

  • Automated enterprise data ingestion pipelines via Python modules, driving a 90% manual effort reduction.
  • Designed custom Spring Boot Model Context Protocol (MCP) servers for isolated microservice endpoint analysis, accelerating review cycles by 40%.
  • Engineered algorithmic translation pipelines to increase transactional classification speed across unmapped merchant structures.
  • Spearheaded continuous technical workshops and GitHub Copilot engineering deployment loops for over 1,000+ technical personnel.
  • Transformed tightly coupled pipeline components into modern RESTful contracts, escalating cross-team interface velocity by 75%.

Enterprise Foundation — HSBC

  • Migrated core account onboarding environments to cloud-native Spring Boot patterns on Kubernetes clusters, securing 80% faster response times.
  • Architected robust, GDPR-compliant single-page applications for global retail web platforms with complete zero-downtime hot deployment boundaries.
  • Deconstructed coupled JSP architecture elements into clean API models, realizing an 87.5% reduction in integration testing cycles.

Technical Publications

Deep architectural perspectives exploring developer workflows, Model Context Protocol configurations, and scaling AI code verification engines.

Model Context Protocol architecture and network isolation structural diagram

Featured Architectural Guide

Fixing "Tool Amnesia" in MCP Ecosystems

An in-depth system design exploration on mitigating context window explosion and token bloat within large-scale agentic execution graphs using specialized Java Gateway routers.

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Developer Productivity

The Green Avalanche: Automated Verification

Analyzing the widening paradigm shift as AI generation code velocities completely outpace human asynchronous code review bounds.

Read on Medium →
System Design Insights

Architecting Next.js Production Applications with Firebase Studio

A clean structural guide exploring isolated session authentication, stateless database synchronization, persistence boundaries, and continuous cloud container builds.

Read on Medium →

Featured Projects

Production-grade architectures demonstrating full-stack engineering, reactive data pipelines, and intelligent automation systems.

Dynamic Swagger MCP Agent

A Model Context Protocol server built with Java and Spring AI to dynamically intercept, map, and autonomously validate complex live OpenAPI configurations.

Stack: Java, Spring Boot, Spring AI MCP Framework

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GuardRail

An automated validation and rules engine built in Java to parse, inspect, and enforce architectural constraints on AI-generated system payloads, mitigating runtime validation risks.

Stack: Java, Static Analysis Hooks, Structured Validation Engines

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Movie Ticket Booking System

A fully asynchronous, event-driven ticket management service engineered with Spring WebFlux to process concurrent operations via non-blocking data layers.

Stack: Java, Spring WebFlux, Reactive MongoDB, JWT Core

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Air Quality

An asynchronous metrics gathering tool built to track, aggregate, and process multi-source streaming environmental data inputs across varying timelines.

Stack: TypeScript, Async Stream Hooks, Web API Matrices

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Expense Management

A clean financial dashboard UI combining a modular user architecture with decoupled integration points to track and isolate multi-source webhook transactions.

Stack: Angular, Node.js, TypeScript, Angular Material Data Viewports

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Get in touch

I am open to senior engineering opportunities, technical collaborations, or just connecting with fellow developers. Feel free to reach out via email or any of my social profiles.