Download the APK or watch the demo video here!
Retiral is a multi-pronged financial venture, aimed at providing ethical business solutions to our customers while simultaneously maintaining healthy profits.
To do the former, we have created a user-friendly, intuitive, cross-platform Flutter app that will allow users to access various AI based retirement solutions such as a retirement calculator, a mechanism to stress test one's retirement plans, an online forum for meeting like-minded people, and a chatbot for financial advice. It also features other salient features of multilingual support in English, Hindi and Arabic to make the app truly inclusive of our country's diversity, a dark mode, and beautiful animations and 3-D models to make the app pretty to look at as an aside.
For the latter, we have created a Next.js website aimed at attracting clients from other businesses and companies. We will license our ML models and APIs to interested companies at appropriate costs, so that they can use our ML models and APIs for their own suitable purposes. It has in it a beautiful landing page, amazing graphs to highlight how using our services have helped other businesses in the past. Interested companies can have their employees registered on this website. After being approved by the administrator of the website, they get access to our API keys and services for the designated time period.
To deploy our ML models, we have leveraged the capabilities of Flask and deployed on Replit. For backend, we have used Supabase, an advanced SQL database affording us appropriate security, ease of use and scalability.
Retiral consists of:
- A GPT-Turbo based AskYourCSV tool to analyze a user's financial situation and recommend retirement savings goals.
- A Haystack powered chatbot based on retrieval - generative augmentation offering personalized financial advice 24/7.
- Using drift-aware advanced statistical models like Monte Carlo simulations to stress test your retirement plans and plan for both the best and the worst case scenarios.
- Affinity propagation clustering of users with similar retirement goals, enabling community interaction.
- Use client feedback with FAISS vector store to assess whether they have the satisfactory retirement scheme as per their needs.
- Multilingual support, fingerprint authentication in app and CSRF protection in web. Both feature beautiful graphs for impressive data analytics.
Demo video illustrating the features
retiral-demo.mp4
The app is available for both iOS and Android.
