Asmit-Singh-01

Asmit-Singh-01/traffic-management-system

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

8 good first / help-wanted issues · Python · last activity Jul 19, 2026

ai ai-agents android autonomous-agents autonomous-vehicles machine-learning ml simulator smart-cities traffic-management
8 Open Issues Need Help Last updated: Jul 19, 2026

Open Issues Need Help

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documentation enhancement good first issue
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
documentation enhancement good first issue
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
documentation enhancement good first issue
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
documentation enhancement good first issue
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
enhancement help wanted good first issue Testing
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management
enhancement good first issue refactoring
Asmit-Singh-01/traffic-management-system
3

I developed a research-oriented decentralized traffic management simulation that uses AI for adaptive signal timing. The project includes automated model training and deployment through GitHub Actions, and was developed primarily using an Android device under limited hardware resources.

Python
#ai#ai-agents#android#autonomous-agents#autonomous-vehicles#machine-learning#ml#simulator#smart-cities#traffic-management