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Project Ideas for Master of Science in Finance

Quant-edge MSF integrating DeFi risk, green bonds & GPU factor labs.

🏛 Introduction

From Monte-Carlo VAR on Nvidia A100s to scenario-testing tokenized T-bills, USC’s MSF jet-packs analysts into frontier markets. Students build DeFi liquidation bots in Solidity testnets, price green ABS deals using climate-linked default curves, and stress-test PE exit horizons against Fed QT regimes. Bloomberg, Python and Power BI mesh in a live trading floor, whereas ethics seminars dissect FTX and Archegos autopsies. Graduates hedge, harvest and handle volatility with code-level precision.

💡 Suggested Project Titles

Deep-hedging RNN for exotic option Greeks

Tokenized REIT yield model on Polygon chain

Climate VaR scenario engine aligning with NGFS pathways

Order-book imbalance signal on crypto perpetuals

Convertible-bond arbitrage back-test with intraday data

Sentiment NLP of FOMC statements feeding factor timing

Green CLO tranche-pricing spreadsheet with C-score overlay

Synthetic CDS index tracking SME carbon exposure

Reinforcement-learning execution alg minimizing slippage

Dashboard of cross-chain bridge exploit risk metrics

Policy memo on Basel treatment of stable-coin reserves

Machine-vision scrap-metal price now-cast via port webcams

Python toolkit for bond prospectus text-risk scoring

Carbon-neutral portfolio optimizer with triple bottom line

Interactive tutorial on IMF SDR basket shifts

USC – MS in Finance

Price risk, propel returns and pioneer sustainable capital flows.

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