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I'm a Principal Architect with 11+ years of experience building enterprise data and AI platforms for the BFSI world. My work spans Fortune 100 insurers, large private banks, and NBFCs across India, Southeast Asia, and the US.I specialize in Medallion Lakehouse Architecture, Customer 360 platforms, Enterprise Data Warehouses, and Agentic AI systems on AWS, GCP, and Azure. I've led migrations from legacy Oracle DWs to modern cloud lakehouses, designed production AI agents with proper guardrails for regulated industries, and advised clients on cost, tooling, and team structure. Beyond delivery, I enjoy mentoring engineers, reviewing resumes for senior roles, and helping people navigate the shift from traditional data engineering to the AI-native world. If you're stuck on an architecture call, a career decision, or a tough interview loop, I can probably help. Based in Gurugram. Always learning, always building.