Rajesh Bhat is a data scientist at Zendrive since 2016. His main area of concern is driver behavior analysis. His work involves statistical analysis and modeling, signal processing, sensor fusion for mobile phones, machine learning and related techniques.
The field of driver behavior analysis has attracted a lot of attention in recent times. Automobile and Insurance companies are specifically interested in the driving patterns of their customers. We hypothesized that it is possible to analyze driving patterns using the sensors of the smart phone. The process involves signal processing, sensor fusion and noise removal, event detection and analysis during trips. It is further required to score drivers and map their daily driving to propensity of collision. This requires statistical scoring and modeling. I work with a team of extremely bright statisticians, engineers and data scientists who make all of this possible.