MVA.ae - AI Personal Finance Manager
Production AI Chatbot for UAE Residents. Built an intelligent financial assistant that helps UAE residents manage their money smarter. Using advanced RAG (Retrieval-Augmented Generation), the chatbot answers complex queries about loans, savings, and financial planning with personalized, accurate advice.
The Problem
UAE residents struggle with complex financial decisions, lack access to personalized financial advice, and find it difficult to compare loan options and plan savings effectively.
The Challenge
Building a reliable AI system that understands financial context, provides accurate recommendations, handles Arabic and English queries, and integrates with multiple financial data sources while maintaining security and compliance.
The Solution
Developed a RAG (Retrieval-Augmented Generation) architecture using OpenAI GPT-4, Pinecone vector database for financial knowledge retrieval, and FastAPI backend. Implemented semantic search for financial documents, context-aware responses, and multi-language support.
Designed RAG architecture with Pinecone for financial knowledge base
Implemented semantic search for loan and savings product matching
Built FastAPI backend with secure authentication
Created Next.js frontend with real-time chat interface
Integrated OpenAI GPT-4 for natural language understanding
Developed financial recommendation algorithms
Implemented data encryption and privacy compliance
Results & Impact
Successfully launched production platform
Processed 10,000+ financial queries
95% user satisfaction rate
Reduced financial consultation time by 80%
Supported both Arabic and English languages
Zero security incidents
Impact
- •Empowered UAE residents with accessible financial advice
- •Reduced dependency on expensive financial advisors
- •Improved financial literacy in the region
- •Enabled data-driven financial decision making
Technologies
Key Features
- •Natural language financial queries
- •Personalized financial recommendations
- •Loan comparison and analysis
- •Savings goal tracking
- •Real-time financial insights
- •Multi-language support (Arabic & English)
- •Secure data encryption
- •Interactive financial dashboard
Related Projects
Steps for Trees
Mobile App That Plants Trees as You Walk - 1,500+ trees planted | 100+ active users | Live on iOS & Android
DevLens.ai
AI-Era Developer Assessment Platform - Testing coding, architecture, and prompt engineering skills
muba.today
Personal website and blog showcasing modern web development and clean design principles