Experienced data engineer with 17+ years of experience in IT industry, with a strong focus on AI/ML, expertised in building & optimizing AI/ML pipelines to train recommendations models in Instagram. Led multiple workstream to ensure ML pipeline best practices and build tools to enable Meta & Instagram to measure AI resource capacity usage and make product decision. Expertise in Big data technologies & built data pipelines to process worldwide AWS revenue data (~8TB/day) for reporting. Architected Datawarehouse from the scratch for Financial Institutions BB&T & Truist Banks and Insurance domain.