I’m a Senior Data, AI & ML Engineer with 7+ years of experience, with a career journey spanning Business Analysis, Data Analytics, Data Engineering, Cloud, Automation, and AI/ML. I started my career in Business Analysis, where I developed a strong foundation in understanding business problems, gathering requirements, stakeholder management, process improvement, and translating business needs into practical technology solutions. Over time, I transitioned deeper into the world of Data and Technology—working across analytics, automation, cloud platforms, and data engineering. Today, I work as an Assistant Manager – Data Engineer at Unilever, contributing to enterprise-scale data initiatives and cloud transformation. What differentiates me is my techno-functional journey. I understand both the business side of a problem and the technical side of building the solution. My areas of expertise include: • Business Analysis & Stakeholder Management • Data Engineering & ETL/ELT • Data Analytics & Business Intelligence • Databricks & Apache Spark • SQL & Python • Google Cloud Platform (GCP), AWS & Microsoft Azure • Power BI, Tableau, Alteryx, Qlik & Data Visualization • Automation, AI & Machine Learning • Cloud Transformation & Agile Delivery I enjoy helping students and professionals navigate careers in Business Analysis, Data Analytics, Data Engineering, Cloud, and AI. Whether you're starting your career, planning a transition from Business Analyst to Data Analyst/Data Engineer, preparing for interviews, improving your resume, or figuring out which skills and certifications to focus on, I aim to provide practical, honest, and actionable guidance based on real-world experience. If you're looking to grow your career at the intersection of business, data, and technology, let’s connect.