Pittsburgh, Pennsylvania, United States
Led development of Adrich’s IoT-enabled "Smart Tags" that capture product consumption data, integrating embedded firmware, backend pipelines, predictive models, and client-facing applications into a unified system.
Designed and implemented embedded firmware on MCUs with on-device compression and optimized BLE transmission, enabling over 10× more data capture while reducing Smart Tag cost.
Built and deployed backend data pipelines (Node.js, MongoDB), Python ML models, and React/React Native applications to deliver real-time consumption tracking, predictive analytics, and actionable insights for clients.