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FinAI

Team Size: 3
Role: AI Engineer
Duration: 2021-06–2021-12

Tech Stack

  • python iconPython
  • tensorflow iconTensorFlow
  • flask-dark iconFlask
  • reactjs iconReact Native
  • mongodb iconMongoDB

Introduction

Project FinAI is a mobile application that uses artificial intelligence to provide personalized financial advice. It helps users make informed decisions about their spending and savings.

Key Features

  • Expense Tracking: Automatically categorizes transactions and provides spending insights.
  • Budget Planning: Suggests budgets based on user income and spending patterns.
  • Goal Setting: Helps users set and achieve financial goals with actionable recommendations.
  • AI Chatbot: Provides real-time financial advice through a conversational interface.

Technical Insights

  • AI Models: Built predictive models using TensorFlow to analyze spending patterns and forecast future expenses.
  • Backend: Developed a Flask API to handle user data and integrate AI functionalities.
  • Mobile App: Created a cross-platform app using React Native for iOS and Android.
  • Database: Used MongoDB for storing user data securely and efficiently.

Challenges and Solutions

  • Data Privacy: Implemented encryption and anonymization techniques to protect user data.
  • Accuracy: Trained AI models on diverse datasets to improve prediction accuracy.
  • Integration: Ensured seamless integration of AI features with the mobile app.

Outcome

Project FinAI was launched on app stores and received positive feedback for its user-friendly interface and accurate financial insights. It helped users save an average of 15% on monthly expenses.