Data and Solution Architect with 20+ years of IT experience specializing in AI architecture and digital transformation. Currently leading AI initiatives at IKEA/Ingka Group as part of AI Foundation Architecture Area and AI Technology Advisory Group. Proven expertise in architecting AI-driven data solutions, machine learning platforms, and enterprise-scale AI implementations that deliver measurable business value. Executive Program graduate in Business Analytics and Intelligence from IIM Bangalore.
• Data Architecture Leadership for Allianz Benelux Data Office, creating and owning comprehensive data architecture vision for the Benelux entity
• Solution Architecture Design for Data Office enabling business initiatives across Data Warehouse, Master Data Management, Self-Service BI, Data Science Platform, and Data Industrialization environments
• Platform Implementation & Governance including introduction of Alteryx self-service BI platform, tool governance frameworks, and best practices establishment
• AI Platform Architecture for Insurance Underwriting and risk assessment applications using API-based microservices; Technical product owner for Big Data Platform development using Cloudera Technology
• Enterprise Standards & Stakeholder Management representing Allianz Benelux as technical owner for Global Data Platform while defining technology standards and communicating architecture vision to AI squads during quarterly planning
• Lead Architect for multi-domain projects in Insurance, Spend Management, and Natural Language Processing with comprehensive client requirement mapping and project scope definition
• Spotfire Solutions & Team Leadership creating advanced analytics architectures with complex customizations for multiple clients while leading consultant teams across organizational projects
• Data Science/ML Competency Development managing team growth and developing solution prototypes using H2o, R, and Python for spend analytics and process mining applications
• Machine Learning Competency Establishment setting up organizational ML capabilities and instrumental in launching customer machine learning initiatives
• Spotfire Architecture & Solutions Development across advanced analytics, machine learning, and map-based visualization projects including data processing, transformation, and interactive dashboard development for survey data insights
AI Reference Architecture
undefinedAI Governance Tools, AI Reference Architecture, H2o, Scikit-learn, Python, R, TensorFlow, PyTorch, Vertex AI, Large Language Models (LLMs), GPT, Natural Language Processing, MCP (Model Context Protocol), Machine Learning, Deep Learning, Statistics, TIBCO Spotfire, Alteryx, Google Cloud Platform (GCP), Azure, AWS, Vertex AI, Snowflake, Airflow, Cloudera, Apache Spark, TIBCO BW, JMS, Kafka, REST APIs, Microservices, SQL, NoSQL, GraphQL, Python, R, Java, Scala, AI Governance Tools