At EPAM Systems, I design and deliver full-stack and AI-enabled enterprise capabilities, including Retrieval-Augmented Generation workflows that connect relevant enterprise context with downstream AI processing.
I’ve added PyTorch and model integration to these workflows, with validation and failure handling around AI-generated outputs. For targeted use cases, this work contributed to an estimated 15–20% reduction in avoidable retrieval and model-processing failures.
At Amazon Web Services, I built production TypeScript functionality for cloud-oriented workflows, using reusable components, Redux state management, and API-driven service integration. Improvements to selected workflows contributed to an estimated 20–25% gain through reduced rendering and repeated client-side processing.
Earlier, at ServiceNow, CDW, and Thoughtworks, I developed enterprise workflow applications, e-commerce functionality, and web applications. My work included backend services and APIs, React and TypeScript modernization, and production testing and troubleshooting.
