RouteWise

Inspiration

Living in Riyadh, I deal with heavy traffic almost every day. Whether it's going to university or simply hanging out with my friends, there’s always uncertainty about how long a trip will take. Google Maps gives real-time traffic updates, but I wanted something more insightful, something that could analyze trends over time and help people plan smarter, not just react to traffic in the moment. I want to plan ahead to be able to avoid heavy-traffic and wasted time. That’s where the idea for RouteWise came from: a platform that doesn’t just show traffic but learns from it to help users make better travel decisions.

What it does

RouteWise is a data-driven traffic optimization platform designed to empower commuters in traffic-heavy cities by providing real-time and historical traffic insights. Through automated route tracking, personalized traffic analysis, and collaborative data sharing, RouteWise bridges the gap between unpredictable travel times and efficient route planning. Additionally, it features an AI model to predict future ETA, enhancing accuracy and reliability.

How we built it

Building RouteWise was a combination of web development, data scraping, and backend automation. We started with a Python and Flask backend to handle route data processing and storage. We integrated the Google Maps API to fetch real-time traffic data, ensuring accuracy and reliability. For data storage, we used a PostgreSQL database to organize and analyze traffic trends. The frontend was designed to be user-friendly, allowing anyone to easily input routes and view insights. Additionally, we implemented an AI model using TensorFlow to predict future ETA, further enhancing the platform's effectiveness. It was a collaborative effort, with each team member bringing their expertise to the table to make RouteWise a reality.

Challenges we ran into

Every project has its challenges, and RouteWise was no exception.One of the biggest obstacles was managing API rate limits from Google Maps, which required us to optimize how often we fetched data. Another challenge was ensuring data accuracy. Traffic patterns can be unpredictable, and we had to fine-tune our algorithms to provide reliable insights. I also remember when we wasted a whole session debating over which name to use. Finally, designing a user-friendly interface that could handle complex data while remaining simple and intuitive took a lot of effort & time. But every challenge taught us something valuable and made RouteWise stronger.

Accomplishments that we're proud of

We’re incredibly proud of what we’ve achieved with RouteWise. First, we successfully built a platform that integrates real-time traffic data with historical trend analysis. Second, we developed a scalable backend system that efficiently processes and stores traffic data, ensuring reliability even as the platform grows. Also, we designed a user-friendly interface that makes traffic optimization accessible to everyone. Finally, I'm most proud of how we achieved a lot in a very short time period. We started very slow but we were able to pick up the pace and work together as a team efficiently.

What we learned

Throughout this journey, we learned so much. We learned how to work with APIs effectively, how to optimize data storage, how to train neural networks, and how to design a user-friendly yet visually appealing website. Not only did we improve our technical skills but also our ability to solve problems and work together as a team.

What's next for RouteWise

RouteWise is just getting started. In the future, we plan to expand its features to include personalized recommendations based on user travel habits. We’re also exploring machine learning to predict future traffic patterns and provide even smarter insights. Another goal is to develop a mobile app for on-the-go access, making RouteWise even more convenient for daily commuters. Ultimately, we want RouteWise to become a global tool that helps people in traffic-heavy cities around the world save time, reduce stress, and make smarter travel decisions.