Personal Finance Tracker with Full Stack Bank Statement Analysis

Group: Capstone Project

Product Category: BI Reporting & Analytics

Sub Category: Data Analysis

About this Product

Personal Finance Analyzer is an intermediate, full-stack capstone project that helps individuals understand their spending habits by uploading bank statement CSVs and getting instant, automated financial insights through a polished analytics dashboard — all without sharing data with any third-party service.

With this project, you'll build a system that can:

Upload bank statement CSVs via drag-and-drop with auto detection of SBI, HDFC, ICICI, Axis, and Kotak formats
Automatically categorize transactions into 10 categories — Food, Travel, Shopping, Bills, Entertainment, Health, and more
Detect payment modes — UPI, Card, NEFT, IMPS, ATM, and Salary — from transaction descriptions
Display KPI summary cards — Total Income, Total Spent, Net Balance, and Transaction Count
Visualize spending by category (donut chart) and monthly income vs. spending trends (bar + line chart)
Browse transactions through a paginated, searchable, and filterable ledger

This project teaches you practical skills like:

Full-stack development with Fast API and Next.js
JWT-based authentication and bcrypt password security
Intelligent CSV parsing with Pandas — multi-bank format support and regex-based classification
Building REST APIs with filtering, pagination, and search
Data visualization with Recharts and state management with Zustand

It uses Python, Fast API, SQL Alchemy, PostgreSQL, Next.js 16, React 18, TypeScript, Tailwind CSS, Recharts, and Axios.

Why this project matters:

Personal finance tools are universally relatable and interview friendly. This project demonstrates real-world skills — file parsing, data categorization, secure auth, and interactive dashboards — in a product that anyone can immediately understand and use.

Personal Finance Tracker with Full Stack Bank Statement Analysis

88% OFF

Topics: Full Stack Development, CSV Parsing, REST API, Authentication & Security, Database Design

Languages: English

Skills: Python, FastAPI, Next.js, TypeScript, Tailwind CSS, PostgreSQL, SQLAlchemy, Pandas, Recharts, JWT Authentication, REST APIs

Business Domain: FinTech

Level: Intermediate

$90.00 $10.00

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