About me

I’m an architectural leader with 17+ years delivering enterprise platforms and large-scale digital transformation across manufacturing and industrial domains. I define architecture vision, platform strategy, and governance to enable resilient, cloud-native systems that deliver measurable business outcomes.

My work translates business strategy into technical roadmaps, driving cross-functional alignment and scaling engineering organizations to deliver platform-level capabilities (AI, PLM integrations, cloud-native services) across global teams and customers.

At Siemens Digital Industry Software I lead platform architecture and strategic initiatives—owning system design, technology selection, operational excellence, and cross-organizational decision-making that reduces cost, improves reliability, and accelerates time-to-value.

Architecture Vision

Platform roadmap: focus on API-first, domain-driven platforms, event-driven integration, and operational excellence. Prioritize modernization (containerization, orchestration, and observability) to reduce operating cost and increase business agility.

Governance & Standards

Established architecture governance, design review cadences, and technology standards to ensure interoperability, security, and scalable delivery across product teams and business units.

AI Director & Principal Architect Services

As an experienced AI Manager and Principal Engineer in Pune, I provide strategic technical leadership in:

  • Enterprise AI Architecture — GenAI platforms, LLM engineering, RAG systems for global enterprises
  • Platform Strategy & Governance — Architecture vision, design governance, technology roadmaps
  • Cloud-Native Architecture — Microservices, event-driven systems, Kubernetes orchestration
  • PLM & Digital Transformation — Product lifecycle management, enterprise integration, legacy modernization
  • Technical Leadership — Building and mentoring engineering teams, establishing architecture standards
  • Cost Optimization — Infrastructure efficiency, platform consolidation, TCO reduction

Whether you're seeking an AI Director, Principal Architect, or AI Principal Engineer for your organization in Pune or India, my expertise in enterprise architecture, AI/ML systems, and technical leadership can drive measurable business impact. I've successfully led transformations for Fortune 500 companies across manufacturing, automotive, and industrial sectors.

Leadership & Focus Areas

  • AI icon

    Platform Strategy & AI

    Defining platform strategy and AI roadmaps to deliver enterprise-grade, production-ready AI capabilities aligned to business KPIs.

  • design icon

    Enterprise Transformation

    Leading modernization initiatives, cloud migrations, and legacy decomposition to enable scalable, secure enterprise platforms.

  • Web development icon

    Architecture & Infrastructure

    Architecting cloud-native, event-driven systems with observability, resilience, and cost-optimized operations.

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    Leadership & Mentoring

    Coaching and scaling cross-functional teams, establishing architecture governance, and driving executive-level stakeholder alignment.

Areas of Expertise

  • AI Application

    Enterprise AI & Platform Architecture

    Defined and delivered enterprise-scale AI platforms (LLM + RAG) with knowledge graphs, vector search and production orchestration — focused on reliability, observability, and measurable business KPIs across global customers.

  • PLM Transformation

    Platform Modernization & PLM Strategy

    17+ years translating product and business needs into platform strategies for PLM and manufacturing systems, delivering cross-team roadmaps and integration patterns that reduced time-to-market and integration effort.

  • Engineering Leadership

    Cross-functional Leadership & Governance

    Led cross-functional, multi-region teams, establishing architecture governance, design review practices, and standards to scale delivery and improve cross-org decision making.

  • Cloud-Native & SaaS Architecture

    Cloud-native Platforms & Observability

    Architected cloud-native SaaS platforms with strong observability, resilience and security patterns—optimizing cost and availability for enterprise workloads.

Architecture & Platforms

GenAI AI & ML
Python Python / LLM Engineering
AWS Cloud (AWS/Azure)
Cloud Cloud-native & SaaS
LangGraph RAG / Orchestration
LangChain Agents / LangChain
LlamaIndex Indexing & Vector Pipelines
Vector DB Vector DBs
Knowledge Graphs Knowledge Graphs
Anthropic Claude / LLaMA LLMs (Claude / LLaMA)
Teamcenter / PLM PLM Platforms (Teamcenter)
DevOps DevOps & CI/CD
Microservice Microservices & Patterns (DDD, CQRS)

Professional Experience & Track Record

AI Director | Principal Architect | Technical Leader | Enterprise Platform Strategy

Key Achievements

  1. Enterprise AI Governance Platform

    Architected solution reducing compliance risks by 80% across enterprise

    Defined and architected an enterprise-grade AI-driven governance platform that automated compliance workflows, improved data auditability, and scaled governance practices across multiple business units—directly reducing compliance violations and operational risk.

  2. Digital Transformation Platform Strategy

    Enabled 85% faster deployments and 40% lower integration costs for enterprise customers

    Led the architecture and product strategy for an AI-powered transformation accelerator, enabling enterprise customers to compress multi-year modernization roadmaps into weeks. Established integration governance and patterns that reduced time-to-value and improved customer outcomes at scale.

  3. Scalable Gen AI Platforms (Cloud-Native, Multi-Tenant)

    Delivered 50% faster insights, 70% fewer manual queries, 300% scalability, 25% infra cost reduction

    Architected and owned end-to-end delivery of enterprise-grade Gen AI platforms using LLMs, RAG pipelines, and cloud-native microservices architecture for large manufacturing enterprises. Established reliability patterns and observability practices that scaled to thousands of users, significantly improving operational efficiency and reducing total cost of ownership (TCO).

  4. Architecture-Led AI Innovation & Product Strategy

    4 PoCs/MVPs scaled to production; influenced organizational AI roadmap

    Led the architecture and innovation strategy for agentic AI initiatives, translating research ideas into production-grade solutions. Architected four successful proof-of-concepts and MVPs that became strategic products, influencing the organization's long-term AI platform direction and establishing architectural patterns for future agentic systems at scale.

  5. Multi-Year Platform Modernization & Architecture Roadmap

    Defined strategic direction for PLM platform transformation across 3+ business units

    Owned the definition and execution of a multi-year architecture roadmap for enterprise PLM platform modernization, aligning technology strategy with business objectives across multiple business units. Established governance processes and standards that scaled delivery practices and improved cross-functional collaboration.

  6. Scaled Architecture Practices & Engineering Excellence

    Mentored and scaled architecture practices across 15+ engineers and multiple teams

    Built and mentored high-performing architecture communities, scaling architectural thinking and best practices across engineering teams. Established design review forums, architecture governance, and mentorship programs that improved code quality, system resilience, and accelerated technical leadership development.

  7. Enterprise Cost Optimization & Platform Efficiency

    Drove 35% total cost of ownership (TCO) reduction through platform consolidation

    Led the architecture and consolidation strategy for multiple legacy systems into a unified cloud-native platform, reducing infrastructure costs, improving operational efficiency, and enabling faster feature delivery. Directly influenced business profitability while improving customer experience at scale.

Experience

  1. Siemens Digital Industry Software – Development Manager & Architect (Platform Lead)

    Jan 2018 – Till Date

    Led platform architecture and product strategy for enterprise PLM and AI initiatives, owning system design, cross-team governance, and delivery outcomes for global customers. Drove technology selection, modernization programs and operational improvements.

  2. HCL Technologies, Germany – Delivery Lead on-site

    Dec 2016 – Dec 2017

    Solution consultant and delivery lead for Mobile and PLM solution for manufacturing users of German automotive industry.

  3. Piterion GmbH, Germany – PLM Consultant

    Oct 2015 – Nov 2016

    PLM Solution consultant and technical pre-sales executive for enabling PLM solutions to large scale enterprise projects in Europe.

  4. Siemens Digital Industry Software – Project Lead

    May 2012 – Sep 2015

    Project lead for Siemens supplier collaboration product development group.

  5. Silicus Technologies – Sr. Software Engineer

    July 2011 – April 2012

    Software development for US customer based on cloud and Amazon EC2 SaaS product

  6. EQ Technologies – Software Engineer

    July 2008 – June 2011

    Business Intelligence software development using web technologies for fortune 500 companies mainly using PLM software.

Leadership & Architecture Skills

  • Platform Strategy & Governance
    90%
  • Enterprise Architecture (PLM + AI)
    88%
  • Agentic Workflows, ML & RAG Design
    80%
  • AI Product Strategy & Innovation
    75%
  • PLM Consulting & Delivery
    90%

Technical & Architecture Stack

  • Python & LLM Engineering
    90%
  • RAG & Orchestration (LangGraph / LangChain)
    85%
  • Knowledge Graphs & Vector DBs
    80%
  • Cloud-Native & SaaS Architecture
    85%
  • PLM Strategy & Integration
    80%
  • Developer Productivity & Tooling
    70%
  • OpenSearch / Semantic Search
    75%
  • Java, Microservices & Distributed Patterns
    75%

Languages

  • English
  • German (B2)
  • Marathi
  • Hindi

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