The team formed around a shared goal: building Nagrik, a voice-first, vernacular AI assistant designed to make government services accessible for users with low literacy, limited digital skills, or age-related barriers.
What Nagrik Does
Nagrik streamlines public-service access through spoken interaction:
Voice-to-Scheme Matching: Users state their needs, and the system maps them to relevant government schemes.
“Fill-for-Me” Engine: Conversational prompts replace form-filling, auto-populating fields from verbal responses.
DigiLocker Integration: Required documents (Aadhaar, Ration Card, etc.) are fetched automatically, eliminating the need for scanning or uploading.
How We Built It
The team divided responsibilities according to technical strengths:
Full Stack & UI/UX: Krish handled full-stack development and interface design, creating an accessible, low-cognitive-load experience tailored to elderly users.
Research & System Stability: Avinash conducted field-focused research on rural digital barriers and refined system reliability through debugging and flow corrections.
Data Logic & Frontend Support: Akshar developed the data-processing pipeline and contributed to frontend refinement to ensure clarity and usability.
Challenges
Remote Collaboration: The team worked entirely across states, relying on digital coordination under tight timelines.
UX for Non-Technical Users: Designing an interface usable without digital familiarity required rethinking conventional UI logic.
Accomplishments
Structured Problem Breakdown: A six-chapter analytical framework guided development before any code was written.
Robust Prototype: The team produced a functional frontend and a solid logic layer comparable to advanced hackathon submissions.
Effective Collaboration: Clear division of responsibilities enabled rapid progress despite the staggered team formation.
What We Learned
Practical Full-Stack Python: Moving from academic familiarity to building a production-style pipeline.
Human-Centered Design: UX decisions made with dignity and simplicity as priorities.
Team Resilience: Strong coordination proved more decisive than prior experience or individual skill levels.
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