Headline

AVP, JPMorgan Chase | Java, Spring Boot, Kafka, AWS | Generative AI | PG Cert GenAI, IIT Guwahati

About

I’m an Associate Vice President at JPMorgan Chase in Bengaluru, leading a team of 5 engineers who build mission-critical, high-scale backend platforms. These include Login Management, serving 20M users and 400M requests per day, and an Agentic AI platform that automates manual, API-driven workflows. Over about 12 years, I’ve grown from banking application developer to technical lead to AVP, mostly in financial services (banking, credit cards and insurance). That background shapes how I build: secure, reliable and auditable systems that hold up under regulatory scrutiny. What I do Backend and platform engineering: I design Java and Spring Boot microservices, REST and GraphQL APIs, and Kafka event-driven pipelines. I build them for high concurrency and low latency, with SOLID principles, clean architecture and strong system design. React and full-stack delivery: I build React and Redux dashboards with real-time analytics on top of those backend services, so the platforms are usable as well as scalable. GenAI and Agentic AI: I build autonomous agents that retrieve context, call APIs and make decisions. A LangChain and FAISS RAG pipeline searches 10,000+ documents at 95% response accuracy. I design AI with guardrails, audit trails, human-in-the-loop approvals and observability. AWS and reliability: I use AWS Lambda tuned for high-concurrency workloads, along with Docker and Kubernetes. Centralized observability with CloudWatch and ELK cut MTTR by 35%. Leadership: I mentor engineers, run design reviews, and work with Product, Risk and Compliance to take systems from prototype to production. Core stack: Java, Spring Boot, Kafka, React, AWS, Python, LangChain, FAISS, Docker, Kubernetes, ELK Credentials: PG Certificate in Generative AI (IIT Guwahati) | MCA, JNU I’m happy to connect with leaders and engineers working on scalable backend platforms, enterprise AI and secure authentication in regulated industries.

Location

Bengaluru

AI stack

claude code

cursor

github copilot

langgraph

openai

huggingface

Work experience

Associate Vice President at JPMorganChase, May 2024 - Present · 2 yrs 6 mos, Bengaluru, Designed and architected scalable Java and Spring Boot microservices for enterprise financial platforms, applying SOLID principles, Clean Architecture, and proven design patterns to enhance maintainability, scalability, and production readiness. Developed secure REST APIs with request validation, centralized exception handling, and consistent API contracts to support reliable enterprise financial workflows. Optimized data access and transaction management using Spring Data JPA, Hibernate, and PostgreSQL, ensuring data integrity, efficient query execution, and clean service/repository separation. Built event-driven, Kafka-based data pipelines supporting distributed processing of 10TB+ of data daily, enabling scalable, asynchronous communication across microservices. Optimized AWS Lambda performance through concurrency management, memory tuning, and cold-start reduction, doubling throughput and reducing latency by 50%. Established centralized observability using Amazon CloudWatch and the ELK Stack, monitoring service health, agent traces, tool-call latency, and response quality to reduce MTTR by 35%. Developed GenAI-powered Spring Boot microservices integrating Agentic AI workflows with backend APIs to automate task execution and reduce manual processing by 40%. Engineered a Retrieval-Augmented Generation (RAG) pipeline using LangChain and FAISS to enable semantic search across 10,000+ documents, delivering knowledge-based question answering with a reported 95% response accuracy.

Technical Lead at Tavant, Aug 2021 - Apr 2024 · 2 yrs 9 mos, Bengaluru, Architected scalable Java and Spring Boot microservices using event-driven architecture and Apache Kafka, enabling reliable inter-service communication and resilient distributed workflows. Migrated synchronous workflows to asynchronous processing, reducing latency by 150 ms and improving throughput by 40%. Designed a hybrid Java–Python architecture to integrate Machine Learning services into enterprise applications, enabling seamless interoperability between backend systems and ML components. Built a centralized logging framework aggregating logs from 10+ microservices, improving production observability, troubleshooting efficiency, and incident diagnosis. Implemented automated CI/CD pipelines using Jenkins, GitHub Actions, Docker, and AWS, streamlining build, test, and deployment workflows. Mentored 4 engineers, strengthened Test-Driven Development (TDD) practices, and increased automated test coverage to 85%; actively contributed to architecture and system design reviews. Developed maintainable Java service and repository layers using Spring Boot, Spring Data JPA, Hibernate, and PostgreSQL, improving CRUD workflow consistency and data-access maintainability. Standardized REST API development with request validation, centralized exception handling, and structured API responses, improving service reliability and downstream integration. Expanded unit and integration testing with JUnit and Mockito, applying TDD principles to validate business logic and minimize regression risks during releases.

Senior Software Engineer at umlaut company, Feb 2020 - Apr 2021 · 1 yr 3 mos, Bengaluru, Karnataka, India, Designed and developed enterprise-grade tools and automation platforms for Vodafone’s telecom operations, ensuring high availability and scalability. Built backend microservices in Java Spring Boot with PostgreSQL for data management, APIs, and business logic integration. Developed front-end dashboards in React and Angular for real-time monitoring, reporting, and workflow automation. Implemented logging and monitoring solutions using ELK Stack (Elasticsearch, Logstash, Kibana) to track system health, reduce downtime, and optimize performance. Containerized applications using Docker and deployed them on Kubernetes (EKS/AKS) for scalability, resilience, and automated failover. Leveraged AWS cloud services (EC2, S3, Lambda, RDS, EKS) for secure, cost-effective hosting and CI/CD pipelines. Collaborated with telecom engineers, product owners, and DevOps teams to deliver tools that automated repetitive tasks and accelerated business processes.

Senior Consultant at Ciber Global, Aug 2019 - Feb 2020 · 7 mos, India, Implemented enterprise-level applications for Disney employing Spring Boot microservices and RESTful APIs to facilitate smooth integration across various platforms. Built AngularJS-based front-end applications to deliver intuitive, high-performing user experiences for customers and internal stakeholders. Developed Node.js services for handling event-driven processes, real-time updates, and asynchronous workflows. Implemented MongoDB as a NoSQL database for managing large-scale unstructured and semi-structured data such as user activity logs, media metadata, and content catalogs. Collaborated with cross-functional teams (Product, QA, DevOps, Business Analysts) to ensure high availability, security, and scalability of the Disney digital ecosystem. Optimized system performance by applying caching strategies, API versioning, and CI/CD pipelines, reducing response times and improving release cycles.

Senior Software Engineer at Mindtree, Sep 2018 - Aug 2019 · 1 yr, Bengaluru Area, India, Engineered and created e-commerce microservices utilizing Java Spring Boot for managing product catalogs, processing orders, handling payments, and tracking inventory. Worked on PostgreSQL and MySQL databases for handling high-volume transactions, implementing indexing, caching, and query optimization for faster performance. Deployed applications on OpenShift and AWS (EKS, EC2, RDS, S3, Lambda) ensuring high availability, scalability, and cost optimization. Built RESTful APIs for seamless integration between frontend, payment gateways, and logistics partners. Implemented CI/CD pipelines and containerized deployments to reduce release cycle times. Collaborated with product owners, QA, and DevOps teams to deliver robust, secure, and customer-centric e-commerce platforms.

Education

MCA, Java, Jawaharlal Nehru University

Bachelor of Science, Mathematics, Sambalpur University

Public links

leetcode: https://leetcode.com/ap170490