Personal Finance Dashboard

A full-stack personal finance application with AI-powered insights, retirement planning, and voice-enabled analytics.

The Problem

Managing personal finances across multiple accounts is difficult, and existing tools lack customizable retirement projections or natural language interaction.

The Solution

Built a centralized dashboard that aggregates transactions, categorizes them using ML, and provides voice-activated insights and Monte Carlo simulations for retirement planning.

Interactive Demo

Launch Live Demo

Interact with Personal Finance Dashboard in a secure sandbox environment

System Architecture

Microservices architecture with a Node.js API gateway, Python ML service for categorization and simulations, and React frontend.

Architecture Diagram Placeholder

Database & APIs

Method	Endpoint	Description
POST	/api/upload	Upload and parse CSV transaction files
GET	/api/dashboard/summary	Retrieve aggregated financial metrics
POST	/simulate/monte-carlo	Run retirement simulations (ML Service)

Tech Stack

ReactTypeScriptNode.jsFastAPIPostgreSQLRedisDocker

ML Performance

Model Architecture

Keyword-based Classifier + Random Forest (planned)

Inference Latency

15ms

Key Metrics

94%

accuracy

0.92

f1 Score