I am an AI and Analytics leader with over 12 years of experience delivering machine learning, business analytics and GenAI-led transformation initiatives across banking and enterprise technology organisations. I currently work in a leadership position, where I lead AI-driven transformation initiatives involving Generative AI, RAG-based solutions, agentic workflows, analytics strategy and responsible AI. Over the course of my career, I have worked with organisations including Deloitte, HSBC, Dell Technologies and PwC, leading analytics programs, building ML-driven solutions, managing teams and partnering with senior business and technology stakeholders. I have also co-founded a GenAI and Analytics upskilling venture that trained more than 2,000 learners across topics such as LLMs, prompt engineering, RAG, embeddings, vector databases and AI agents. My experience spans Machine Learning, GenAI, banking analytics, fraud and risk modelling, customer analytics, AI strategy and enterprise transformation. Through my consultations, I help students and early-career professionals understand the ML and GenAI career landscape, identify skill gaps, select relevant projects, strengthen their resumes and prepare more effectively for technical and business interviews.