Smart Parking Management System (Capstone) — IoT sensor data handling and structured dataset-ready modeling
Built systems involving interpretation of raw, noisy IoT sensor streams from an ESP32/HC-SR04 setup, requiring consistent handling of time-series data. Designed structured data models and validation logic to ensure accurate, rule-compliant outputs for downstream use. Applied careful quality-check thinking aligned with reliable dataset creation workflows. • Interpreted sensor data streams and handled edge cases from hardware inputs • Implemented rule-based logic with strict validation and expiry conditions • Designed data models for real-time availability, emphasizing structured formatting • Documented architecture, hardware specs, and software requirements for traceability