I’m a Principal Data Scientist (ML and Gen AI) with 14+ years of experience building and scaling AI systems across retail, healthcare, insurance, aviation, and hospitality. I specialize in taking ML and GenAI solutions from idea to production — including RAG pipelines, Agentic AI systems, experimentation frameworks, and large-scale deployment. Over the years, I’ve: - Led teams of data scientists - Owned end-to-end ML lifecycle across global markets - Built production-grade GenAI systems - Driven measurable business impact (25%+ efficiency gains, 50% cost reductions) - Mentored professionals transitioning into Data Science and ML roles I’m passionate about helping professionals: - Break into Data Science / ML - Transition into GenAI roles - Grow into senior IC or leadership positions - Improve their resumes for top-tier companies