Portfolio Project #3Full-Stack Application

Management Accounts Generator

A sophisticated financial statement generator that creates realistic, UK-format management accounts based on user-defined business parameters. Generate Trial Balances, P&L, Balance Sheets, and Cash Flow statements.

Project Purpose

This portfolio project demonstrates my ability to build complex, full-stack financial applications. The Management Accounts Generator showcases skills in financial modeling, UK accounting principles, backend API development, and complex form design.

Note: This is a demonstration project using fictional data. All financial statements and company scenarios are simulated for portfolio purposes.

Business Problem Solved

Organizations struggle to predict future sales accurately, leading to:

โŒ Without Forecasting

  • โ€ข Inventory mismanagement
  • โ€ข Missed revenue opportunities
  • โ€ข Reactive decision-making
  • โ€ข Budget overruns
  • โ€ข Late detection of problems

โœ… With This Tool

  • โ€ข Data-driven predictions
  • โ€ข Proactive planning
  • โ€ข Early anomaly detection
  • โ€ข Optimized resource allocation
  • โ€ข Confidence intervals for risk management

Project Metrics

3
ML Algorithms
10
API Endpoints
6
Anomaly Detection Methods
95%
Prediction Confidence

Target Users

๐Ÿ‘”

Sales Managers

Monitor sales trends, detect anomalies, and plan quarterly targets

๐Ÿ“Š

Data Analysts

Compare models, analyze accuracy metrics, and export detailed reports

๐Ÿ’ผ

Executives

View KPIs, track forecast accuracy, and make strategic decisions

Ready to Explore the Demo?

Experience the full forecasting system with interactive charts, anomaly detection, and real-time data visualization.

๐Ÿ’ก Tip: Generate a forecast to see the system in action!

Skills Demonstrated in This Project

๐ŸPython Development
๐Ÿง Machine Learning
โšกFastAPI Development
โš›๏ธReact/Next.js
๐Ÿ“˜TypeScript
๐ŸŽจUI/UX Design
๐Ÿ—„๏ธDatabase Design
๐Ÿ”Security & RLS
๐Ÿ“ŠData Visualization
๐Ÿš€REST API Design
๐ŸงชTesting & Validation
๐Ÿ“Documentation

This is a portfolio demonstration project using fictional data. Built to showcase full-stack development capabilities.

ยฉ 2025 Portfolio Project โ€ข All Rights Reserved