My professional journey is rooted in operational excellence and has evolved into a deep focus on AI-led business transformation. Over the last 14 years, I’ve worked across various industries, including real estate, construction, logistics, EdTech, travel, fashion, and SaaS, driving change by integrating analytics, marketing automation, and ethical AI strategy.

Starting in operations and QA roles at global firms like WNS and Ziff Davis, I built a solid foundation in process control, stakeholder management, and delivery assurance. These early roles instilled in me a structured, data-led mindset, which later became essential as I shifted into growth leadership and digital transformation.

My Portfolio

From Operations to AI Strategy: A 14-Year Evolution in Digital Transformation

My professional journey is rooted in operational excellence and has evolved into a deep focus on AI-led business transformation. Over the last 14 years, I’ve worked across various industries, including real estate, construction, logistics, EdTech, travel, fashion, and SaaS, driving change by integrating analytics, marketing automation, and ethical AI strategy.

Starting in operations and QA roles at global firms like WNS and Ziff Davis, I built a solid foundation in process control, stakeholder management, and delivery assurance. These early roles instilled in me a structured, data-led mindset, which later became essential as I shifted into growth leadership and digital transformation.