Shreya Rathi

Background

About Shreya Rathi

I'm a data engineer with full-stack roots, passionate about transforming raw data into scalable, product-ready systems. I specialize in building robust ETL pipelines, implementing quality checks, and leveraging analytics to support better decision-making. I’m driven by outcomes — including reducing forecasting errors by 25% through predictive analytics, eliminating 70% of data issues with automated quality checks, and improving data retrieval speed by 60% via optimized pipelines. At HSBC, I worked cross-functionally to design scalable data workflows and internal tools that enhanced reporting, reduced manual effort by 65%, and delivered business-critical insights. Earlier, as a web development intern, I engineered a user authentication system that cut unauthorized access by 40% and improved registration efficiency by 50%. I also developed key frontend features like Wishlist, Order History, and Profile Management modules, directly improving user experience and engagement. Currently, I’m expanding into machine learning by working on projects that combine data infrastructure with predictive modeling. I love building systems that are not just technically sound, but deeply aligned with product goals. I'm always learning and seeking opportunities where I can apply both my engineering skills and product intuition to solve meaningful problems at scale.