Zysk

Zysk is a fintech web platform developed for HackCBS, aimed at providing personalized financial insights and investment guidance. Through a structured questionnaire, Zysk assesses a user's financial mindset, generating customized reports and real-time investment suggestions. The platform leverages AI and real-time data integration to offer a modern financial advisory experience.

Overview

Zysk simplifies financial decision-making by assessing users' financial mindsets through a detailed 15-question questionnaire. Based on the responses, the platform uses AI to generate a tailored report that includes investment strategies and a mindset analysis. Users can receive reports via email and get real-time stock updates through WhatsApp notifications.

Features

• Financial Mindset Assessment: Users answer 15 questions to gauge their financial mindset.
• AI-Generated Reports: A generative AI model analyzes responses to provide personalized insights and investment suggestions.
• WhatsApp Integration: Real-time updates on trending stocks and market news sent directly to users' WhatsApp.
• Email Notifications: Users receive detailed reports of their financial profile and suggested strategies.
• Real-time Market Updates: Access to trending stock information and other relevant updates.

Tech Stack

• Frontend:

  • HTML5, CSS3, JavaScript

• Backend:

  • Python (Flask): For the AI model and backend processes

• AI Model:

  • Generative AI (Gemini) trained to analyze user responses and generate financial insights
  • Model tuning using libraries like Transformers and scikit-learn

• APIs:

  • UltraMsg API: To send WhatsApp updates
  • SMTP: For sending email reports

Architecture

Zysk's architecture follows a microservices approach, with clear separation between user management, AI processing, and notification modules. Key components include:

1. Frontend: Collects user responses and displays results.
2. Backend (Flask): Manages API requests, handles user data, and triggers AI processes.
3. AI Service (Python): Processes user data and generates financial insights using an Gemini.
4. Notification Services: Uses UltraMsg for WhatsApp and SMTP for emails.