One instance where I had to think unconventionally to solve a problem was during the development of a telematics system for electric vehicles at Montra - TI Clean Mobility. We encountered a significant challenge with the real-time vehicle tracking feature, as the system was experiencing intermittent data loss and delays in updating the vehicle's location, which was critical for fleet management and safety. To tackle this issue, I took a holistic approach. I collaborated with the hardware team to understand how the telematics unit interacted with the vehicle's sensors, which helped identify potential bottlenecks and areas for improvement. To address the data loss and delays, I proposed implementing edge computing. By processing data locally on the telematics unit before sending it to the cloud, we could reduce latency and ensure more reliable data transmission. This was a novel approach for our team, as we typically relied on cloud-based processing. I also developed adaptive algorithms that could dynamically adjust the frequency of data transmission based on network conditions, ensuring that the system maintained real-time updates even in areas with poor connectivity. To further enhance reliability, I implemented redundancy and failover mechanisms, including multiple communication channels such as cellular and Wi-Fi, along with fallback protocols to ensure continuous data transmission. Additionally, I created a simulation environment to test the new approach under various conditions, allowing us to identify and address potential issues before deploying the solution in the field. As a result, the integration of edge computing and adaptive algorithms significantly improved the performance and reliability of the real-time vehicle tracking feature. The system was able to provide accurate and timely updates, even in challenging conditions, leading to enhanced fleet management and vehicle safety. By thinking outside the box and considering both hardware and software aspects, we overcame a critical challenge and delivered a robust solution that exceeded customer expectations. This experience reinforced the importance of unconventional thinking and cross-functional collaboration in solving complex problems.