Hands-on leaders with deep expertise across enterprise data engineering, analytics and generative AI — engineering trusted outcomes, not just advice.
Karan is an enterprise data, analytics and AI leader with 16+ years of hands-on delivery across utilities, banking, telecommunications and asset-intensive infrastructure. He operates across the full data value chain — strategy, target architecture, ingestion, modelling, governance, semantic layers, analytics, BI and AI consumption.
A recognised expert in data architecture, data engineering, analytics engineering and business intelligence, with deep command of Snowflake, dbt, Power BI and Azure Data Factory. He is also a Generative AI expert, pioneering responsible GenAI-assisted development and privacy-preserving AI patterns — including PII/PCI masking with Named Entity Recognition — grounded in strong governance and ISO/IEC 42001-aligned principles.
NA Shah is a highly skilled artificial intelligence specialist focused on generative AI, AI automation and AI enablement. They design and deliver intelligent systems that move organisations from experimentation to dependable, production-grade AI.
Their expertise spans large language models (LLMs), machine learning model development, AI-driven automation and AI data masking — building privacy-aware, scalable solutions that turn advanced AI into real business value. NA Shah brings a practical, engineering-first approach to RAG pipelines, model fine-tuning, prompt systems and responsible AI adoption.
