Ms. Thrushna Matharasi
Integrating Near Real-Time and Batch Data into Snowflake for Scalable Analytics
Abstract:
Generative AI and Machine Learning (ML) are redefining fleet operation management by enabling smarter, data-driven decisions. This presentation introduces a scalable, real-time analytics pipeline that uses AI and ML to optimize fleet tracking and enhance operational efficiency. By integrating IoT sensor data with cloud storage and advanced visualization tools, the system provides actionable insights and predictive analytics. AI and ML are driving innovations in-vehicle monitoring, autonomous technologies, predictive maintenance, and resource optimization, delivering a precise and efficient framework for modern fleet management