Projects

TrafficVisionBD (Ongoing): AI-Powered Traffic Management for Bangladesh  

• Initiating a computer vision project to tackle traffic management challenges in Bangladesh, where road congestion results in over 3 million lost working hours daily.

• Currently in the data collection phase, aiming to gather and annotate a dataset of 30,000+ traffic images from key urban areas to ensure model accuracy and reliability.

• Futuregoals include developing an object detection model capable of identifying 20+ vehicle types and road elements (e.g., signs, barriers, risky zones), as well as performing time-series analysis to monitor traffic flow and predict high-risk situations for potential accident prevention.

Smart Identification Management System: (web based)                                 

• Developed a web-based smart identification system, utilizing HTML, CSS, PHP, and XAMPP to create an efficient and seamless ID management process.

• Addressed the task of improving user management by designing features that streamline identification verification.

• Deployed the system in real-time scenarios, reducing processing times and improving overall user satisfaction with the system's functionality