Suvidha
Converting Usage Statistics Into Insights
Suvidha is a data analysis tool that:
- Studies user's usage patterns.
- Recommends optimal plans based on the pattern.
- Provides Airtel an understanding about:
- How a package is performing ?
- How it can be improved ?
Converting Data Into Insights
Methodology
- Study usage for past 6 months.
- Classify usage stats into plan preferences.
- Add user's choice to existing database of usage patterns.
- Admin views detailed analysis of user data on a gross level.
- Design market strategies based on the usage patterns.
Primary use cases of Airtel.in / MyAirtel
- Checking remaining data, balance
- Provide a customized suggestion that impacts transparency
- Saves money directly
Improve the use case by incorporating Suvidha into existing services:
- Recharging
Extended Use Cases
- IPTV
- DTH
- Broadband
- VoIP
Suggesting better plan based on
users' preferred channels
Better plan recommendations based on
users' bandwidth consumption
Tech Stack
- Python (NumPy For GaussianNB classification)
- MongoDB
- Flask (RESTful API)
REST API can be extended to app or any other platform
Product Demo
deck
By Prabhanshu Gupta
