511
Department of Transportation
In 2024, various states sought updates to their existing 511 web systems and native apps,
seeking enhanced
capabilities and reporting for the public. I led a team who worked on various aspects of the
project,
handling the system design and implementation of a full-stack solution consisting of a hybrid UI
for web and native apps,
as well as a revamped backend for unified data delivery.
The project also required several AI and Machine Learning approaches, with a special search that
required
a custom NLP solution, as well as multi-step agentic approaches for summarizing and analyzing
traffic data.
A small spin-off project for the traffic management side also required the use of AI vision for
analyzing
traffic and weather conditions from various camera feeds.