Portfolio Project #6Full-Stack Application

Investment ROI Calculator & Portfolio Optimizer

An enterprise-grade financial analysis platform that evaluates investment projects, performs Monte Carlo risk simulations, and optimizes portfolio selection using advanced mathematical programming.

Project Purpose

This portfolio project demonstrates my expertise in building sophisticated financial systems that combine quantitative finance, optimization algorithms, risk analysis, and enterprise-scale architecture. The system evaluates investment opportunities using discounted cash flow analysis, Monte Carlo simulations, and mathematical optimization techniques.

Note: This is a demonstration project using fictional data. All investment projects, cash flows, and financial metrics are simulated for portfolio purposes.

Business Problem Solved

Organizations struggle to evaluate and prioritize investment opportunities effectively:

❌ Without This Tool

  • • Manual NPV/IRR calculations in spreadsheets
  • • No systematic risk quantification
  • • Suboptimal portfolio selection
  • • Time-consuming scenario analysis
  • • Limited constraint handling

✅ With This Tool

  • • Automated financial evaluation
  • • Monte Carlo risk simulations
  • • Optimal portfolio selection (MIP/LP/GA)
  • • Instant what-if analysis
  • • Multi-constraint optimization

Project Metrics

24
API Endpoints
3
Optimization Methods
10K+
Monte Carlo Simulations
5
Database Tables

Target Users

💼

CFOs & Finance Teams

Evaluate investment projects, assess financial viability, and optimize capital allocation

📊

Portfolio Managers

Build optimal portfolios with budget constraints, risk limits, and strategic objectives

🎯

Strategy Teams

Perform scenario analysis, compare alternatives, and quantify risks before decisions

Ready to Explore the Demo?

Experience the full investment analysis platform with financial evaluation, Monte Carlo simulations, and portfolio optimization.

💡 Tip: Try optimizing a portfolio with a $50M budget!

Skills Demonstrated in This Project

🐍Python Development
💰Quantitative Finance
FastAPI Development
⚛️React/Next.js
📘TypeScript
🧮Optimization Algorithms
🗄️Database Design
🔐Security & RLS
📊Data Visualization
🎲Monte Carlo Simulation
🚀REST API Design
📈Financial Modeling

This is a portfolio demonstration project using fictional data. Built to showcase financial systems development expertise.

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