NagarNetra is a Smart City vision project aimed at improving urban living through intelligent monitoring.
It focuses on detecting potholes, monitoring garbage, and tracking other urban infrastructure issues using computer vision and AI.
The system is being developed with Hugging Face and Gradio, and designed to allow future expansion for additional urban monitoring applications.
Impact
About the Project
About the Project
NagarNetra has strong potential for social impact. Detecting potholes and monitoring garbage can help improve road safety, hygiene, and overall city management.
Once fully deployed, it could assist municipalities in taking timely, data-driven action, contributing to smarter, cleaner, and safer cities.
The project highlights how AI-based monitoring can support proactive decision-making and improve everyday urban experiences for citizens.
What I Learned
About the Project
What I Learned
I have built the core AI models for pothole and garbage detection and worked on designing the system for future expansion.
Through this project, I’m learning to combine technical skills with practical applications and exploring how AI can address real-world urban challenges.
It helped me understand the importance of designing AI solutions with real-world constraints, usability, and social responsibility in mind.
KareerKraft
About the Project
About the Project
About the Project
KareerKraft is a career development platform designed to help users explore job opportunities and build professional resumes in one place.
The project includes a job portal that displays relevant roles users can apply for, along with a resume builder to create and manage resumes easily.
It focuses on simplifying the early career journey by bringing job discovery and resume creation together on a single platform.
Skills
About the Project
About the Project
KareerKraft aims to reduce the gap between job searching and resume preparation, especially for students and early-career professionals.
By providing structured job listings and an accessible resume builder, the platform can help users apply more confidently and efficiently.
It promotes better career readiness by making essential career tools more accessible.
Education
About the Project
Education
The project involved designing a user-focused system that combines job listings with resume creation.
It provided experience in structuring application workflows, managing user data, and aligning technical development with real-world career needs.
The development process strengthened understanding of building practical platforms with a strong focus on usability and real-life outcomes.
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