Naari Udaan is a multilingual AI-powered web platform designed to promote financial literacy and micro-investment education among rural women in India. It combines AI chat, sentiment detection, and gamified learning modules in local languages like Hindi, Bengali, and Marathi.
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User Onboarding
- User selects preferred language and avatar.
- Flask backend renders welcome screen with dynamic content.
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Mood & Sentiment Detection
- User types how she is feeling.
- Mood detected using
VADERorTextBlob. - Weather API used to change background visuals.
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Multilingual AI Chatbot
- GPT-3.5 / FLAN-T5 responds in user's chosen language.
- Offers simple, context-aware financial guidance.
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Learning Modules + Gamification
- Users complete modules and quizzes.
- Rewards system gives coins and badges (via decision-tree logic).
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Micro-Investment Strategy
- Logistic regression model recommends low-risk financial steps.
- Based on quiz score + profile data (age, risk, goals).
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Dataset Integration
- 1250-entry dataset includes region, language, literacy, mobile/bank access.
- Used for training and rule-based personalization.
| Area | Tools / Frameworks |
|---|---|
| Frontend | HTML, Tailwind CSS ,Bootstrap,Javascript |
| Backend | Python Flask |
| AI/ML | GPT-3.5 / Text t5, VADER, Decision Tree and Logistic Regression |
| Dataset | pandas, CSV (cleaned 1250-entry dataset) |
| APIs | OpenAI API, WeatherAPI |
| User_ID | Age | Region | Language | Bank | Mobile | Risk | Goal | Quiz_Score |
|---|---|---|---|---|---|---|---|---|
| 001 | 28 | West Bengal | Bengali | Yes | Yes | Low | Start Savings | 74 |
| 002 | 34 | Maharashtra | Marathi | Yes | No | Medium | Dairy Business | 67 |
Full dataset available in Naari_Udaan_Complete_Clean_Dataset.csv
- Personalized learning and support for rural women
- Localized AI copilot experience
- Scalable system with NGO and SHG deployment potential
- Hackathon-ready with low-code architecture
- Voice-based assistant (multilingual)
- SHG & NGO-level integration
- Offline-first mobile app version
- Micro-loan & investment partner integration
- [Snigdha saha ] (Team leader , AI + Web)
- [Sayantan Sahoo] (active contributor +team member in this project,(web+security handling))
- [Souradeep Chakraborty] (active contributor +team member in this project,(web)
- [Rup Debnath] (active contributor +team member in this project,(web))
Have questions or want to collaborate? Feel free to reach us at: [snigdhasaha.student@gmail.com]
✨ Naari Udaan empowers rural women through inclusive, intelligent design.