--- title: "Shivakumar Appadurai - Senior Vice President in Bengaluru | Tal" description: "Meet Shivakumar Appadurai, Senior Vice President at BNY based in Bengaluru. AI stack includes claude." image: "https://tal.club/meet/shivakumar-appadurai/share-image" --- # Shivakumar Appadurai on Tal ## Headline Senior Vice President at BNY ## About I lead the engineering of enterprise\-scale GenAI infrastructure at JPMorgan Chase — LLM gateways, RAG pipelines, and agentic AI systems used by 5,000\+ data scientists across 8 Lines of Business, processing 30M\+ API calls and 40B\+ tokens daily at 99\.9% availability\. As SVP of LLM Platform Engineering, I lead cross\-regional teams \(India, US, UK, APAC\) building the AI backbone that regulated financial services run on — combining 18\+ years of Java/Spring Boot distributed systems depth with modern GenAI frameworks: LangGraph, LangChain, Azure OpenAI, and MCP/A2A agent protocols\. Selected outcomes: — Architected the firm\-wide LLM Gateway with token\-level access control, PII redaction, and audit logging meeting financial\-grade compliance — Built LangGraph ReAct agentic systems and open search\-based RAG pipelines in production, including MNPI\-compliant data filtering for financial data — Cut LLM deployment cycle time 60% via Terraform IaC \+ Azure DevOps blue\-green deployments — Built AI observability tooling tracking token usage, latency, cost, and model drift at scale\. Open to Director / VP / SVP Engineering and AI Platform leadership conversations\. ## Location Bengaluru ## AI stack claude ## Work experience Senior Vice President at BNY, Aug 2026 \- Present · 2 mos, Pune City, Maharashtra, India, AI/Machine Learning Software Engineer and Architect designs, builds, and scales intelligent systems\. Senior Vice President at JPMorganChase, Feb 2025 \- Jun 2026 · 1 yr 5 mos, India, Architected the firm\-wide LLM Platform on Azure OpenAI, serving 5,000\+ data scientists across 8 Lines of Business — processing 30M\+ API calls and 40B\+ tokens daily at 99\.9% availability and sub\-300ms P95 latency\. Built LangGraph ReAct agentic AI systems and FAISS\-based RAG pipelines, enabling intelligent document retrieval and automated reasoning workflows at enterprise scale\. Engineered a secure LLM Gateway with token\-level access controls, PII redaction pipelines, and audit logging aligned to financial\-grade regulatory and compliance requirements\. Reduced LLM model deployment cycle time by 60% through Azure DevOps CI/CD pipelines, Terraform IaC, and containerized blue\-green deployment strategies\. Developed Python\-based LLM evaluation and observability pipelines tracking response quality, token usage, latency, and model drift — enabling data\-driven model upgrade decisions\. Led a cross\-regional team of 15\+ engineers across India, US, UK, and APAC; drove OKR\-based planning, design reviews, and blameless post\-mortems\. Vice President at JPMorganChase, May 2022 \- Jan 2025 · 2 yrs 9 mos, Led the design and delivery of the Newton Spring Boot/Kafka task orchestration platform, processing high\-throughput distributed workloads across Investment Banking and Asset Management\. Managed a team of 10\+ engineers; established Agile ceremonies, engineering excellence standards, and on\-call SLO frameworks reducing P1 incidents by 40%\. Drove the initial Azure OpenAI integration proof\-of\-concept that evolved into the firm\-wide LLM Platform, presenting business case and architecture to senior stakeholders\. Owned cloud infrastructure modernization on Azure — Kubernetes cluster management, Terraform automation, and migration of legacy services to containerized microservices\. Associate at JPMorganChase, Nov 2016 \- May 2022 · 5 yrs 7 mos, Mumbai, Maharashtra, India, Delivered Java/Spring Boot microservices for core banking workflows across Retail Banking and Operations, supporting millions of daily transactions\. Contributed to API gateway design and service mesh implementation, improving inter\-service reliability and reducing p99 latency by 30%\. Led technical onboarding and mentoring of junior engineers; built internal coding standards and code review guidelines adopted across the team\. Associate Consultant at Tata Consultancy Services, May 2011 \- Nov 2016 · 5 yrs 7 mos, Mumbai Area, India, ▪ Led a team of 20 engineers delivering high\-throughput Java / Spring Boot microservices and J2EE applications for enterprise clients in the BFSI and retail sectors\. ▪ Architected distributed microservice solutions using Spring Boot and REST APIs, transitioning monolithic legacy systems to modular, independently deployable services — improving release velocity by 40%\. ▪ Personally led hands\-on coding and technical delivery of multiple Proof\-of\-Concept \(POC\) initiatives, validating new Spring Boot patterns, integration frameworks, and performance benchmarks ahead of full\-scale production rollout\. ▪ Established code review standards, CI/CD pipelines, and performance testing frameworks that reduced production incidents by 35% and improved overall platform stability\. Lead Application Developer at Tata Consultancy Services, May 2011 \- Oct 2016 · 5 yrs 6 mos, Led a team of 20 engineers delivering Java / Spring Boot microservices for BFSI and retail clients and drove POC\-to\-production delivery, CI/CD pipelines and code review practices, reducing incidents by 35% and improving release velocity by 40%\. Sr Software Engineer at Hexaware Technologies, May 2010 \- May 2011 · 1 yr 1 mo, Mumbai Metropolitan Region, ▪ Developed and maintained enterprise Java applications; coordinated with onsite teams for requirement clarification, effort estimation, and delivery planning\. ▪ Contributed to performance testing, defect resolution, and optimization of database\-heavy modules, improving query response times by 25%\. Sr Software Enginear at Puratech Solutions \(India\) Pvt\. Ltd\., Jun 2008 \- Apr 2010 · 1 yr 11 mos, Mumbai Area, India, ▪ Delivered full\-SDLC Java application development including design, unit/performance testing, code reviews, and production deployment\. ▪ Mentored junior developers on OOP best practices and coding standards, reducing technical debt across the codebase\. Java Developer at YALAMANCHILI Software Exports \(P\) Limited, May 2007 \- Apr 2008 · 11 mo, NAVI Mumbai ## Education Bachelor of Science, Mathematics, Mumbai university [View the original profile](https://tal.club/meet/shivakumar-appadurai) ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Person", "@id": "https://tal.club/meet/shivakumar-appadurai#person", "name": "Shivakumar Appadurai", "url": "https://tal.club/meet/shivakumar-appadurai", "image": "https://tal.club/meet/shivakumar-appadurai/profile-photo.jpg", "description": "Meet Shivakumar Appadurai, Senior Vice President at BNY based in Bengaluru. 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