A seasoned technology leader with 20+ years of experience spearheading large-scale Data Engineering initiatives and pioneering the adoption of Generative AI and Agentic Systems. I have a proven track record of architecting and scaling platforms that process over 3.2 trillion records daily, driving real-time decisioning and delivering enterprise-wide intelligence. Beyond the enterprise, I’ve co-founded ventures such as Labellerr, a data annotation and AI training platform, and the Eduwaive Foundation, applying technology to solve real-world challenges in education and beyond. My current focus is on building Agentic AI systems, intelligent agents that can reason, act, and collaborate. I’ve conceptualised and developed initiatives like Saarthi, an LLM-powered agent that generates SQL queries from natural language, Samwad, a conversation intelligence agent that transforms interactions into insights, as well as Data Catalogue and CLM Agents, which reimagine omni-channel engagement and governance through automation and intelligence. I believe true innovation emerges where scale meets intelligence. For me, that means transforming trillions of records into adaptive, agent-driven ecosystems, while fostering teams and cultures where curiosity, feedback, and adaptability drive continuous improvement.