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Finance Portfolio — Mohammad Ayan

A curated portfolio of applied finance projects demonstrating hands-on experience in financial modeling, valuation, and market risk analysis. Each project is built using real company data and focuses on translating financial analysis into structured, decision-relevant insights.


📁 Current Projects

  • Value at Risk (JPM)
    Historical and Monte Carlo Value at Risk (VaR) analysis on JPMorgan Chase to quantify downside risk and tail-risk exposure using return distributions.

  • Coca-Cola Co — Full Financial Model & DCF Valuation
    A complete integrated 3-statement financial model for The Coca-Cola Company, including revenue forecasting, financial projections, and intrinsic valuation using the Discounted Cash Flow (DCF) approach.

  • Comparable Company Analysis — Microsoft (MSFT)
    Relative valuation of Microsoft using trading comparables, peer benchmarking, and market-based valuation multiples to derive an implied valuation range.

  • TCS — DuPont Analysis (Part 1)
    Decomposition of Return on Equity (ROE) using the DuPont framework to analyze profitability, efficiency, and leverage drivers.


🚧 Upcoming Projects

  1. Advanced DCF Valuation — Technology Company (e.g., NVIDIA)
    Detailed intrinsic valuation incorporating multi-stage growth assumptions, reinvestment analysis, and value driver decomposition.

  2. Precedent Transactions Analysis
    Transaction-based valuation using historical M&A deals, deal multiples, control premiums, and acquisition rationale.

  3. Leveraged Buyout (LBO) Model — Real-World Company
    End-to-end LBO model covering capital structure, debt schedules, cash flow waterfalls, and sponsor IRR analysis.


🧰 Tools & Skills

  • Financial Modeling: 3-Statement Modeling, Forecasting, Scenario Analysis
  • Valuation: DCF Valuation, Comparable Company Analysis, DuPont Analysis, Precedent Transactions
  • Risk & Markets: Historical VaR, Monte Carlo Simulation VaR, Return Distribution & Tail-Risk Analysis
  • Excel for Finance: Advanced Formulas (XLOOKUP, PMT, IPMT, PPMT), Pivot Tables, Structured Models
  • Core Finance Skills: Corporate Finance, Financial Statement Analysis, Data Interpretation, Report Presentation

📄 This repository is actively updated and reflects my progression in applied finance, valuation, and risk analytics through real-world company case studies.

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“Portfolio of finance projects: DuPont Analysis, Financial Modelling, Valuation & more.”

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