Projects
Academic and personal projects in asset management, derivatives, investment banking, risk management, data science and fintech, grouped by where they were developed.
LIUC – M.Sc. in Economics, Management & Governance
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01
Asset Management
Institutional Portfolio Optimization
Efficient frontier and five allocation criteria on 25 EuroStoxx 50 stocks, with the final choice driven by VaR.
Course: Asset Management · Python, Jupyter, Excel -
02
Derivatives
Pricing & Hedging Toolkit: Fixed Income and Derivatives
Four Excel models on Bloomberg data: government bonds, yield curve, futures, FRAs and swaps, options and strategies.
Course: Derivatives · Advanced Excel, Bloomberg Terminal -
03
Asset Management
Actively Managed Simulated Fund on the S&P 100
Active management of a simulated $100 million fund: stock picking, active positions and performance reporting.
Course: Asset Management, lab · Excel, market data and quarterly company reports -
04
Investment Banking
Investment Banking: Loan Pricing and the MPS–Mediobanca Exchange Offer
Risk-adjusted loan pricing, analysis of MPS’s exchange offer for Mediobanca and conversion of savings shares.
Course: Investment Banking · Excel, Bloomberg, Chatham Financial and Damodaran data -
05
Risk Management
Bank Risk Management: VaR, IFRS 9 and ALM
VaR limits for two FX desks, IFRS 9 treatment of a bond, sale of non-performing loans and interest rate risk.
Course: Economics of Financial Intermediaries · Excel, FX data from the Pacific Exchange Rate Service, ECB data -
06
Fintech
Capitol Trades Analyzer: Alternative Data Web App
Web app that collects and analyzes stock trades disclosed by members of the US Congress.
Course: Python and Bloomberg · Python, Flask, pandas, BeautifulSoup, yfinance, matplotlib, Parquet, HTML and CSS
Stevens Institute of Technology
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07
Data Science
Exploratory Analysis of the New York Real Estate Market
Cleaning and analysis of about 190,000 property sales across New York’s five boroughs (2021–2022).
Course: Foundations of Financial Data Science · R, R Markdown, LaTeX
LIUC – B.Sc. in Business Economics
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08
Audit
Thesis: Audit, Accounting Fraud and the Beneish M-Score
How financial statement analysis and audit can uncover fraud, through the Wirecard and Steinhoff cases.
Course: Bachelor’s thesis · Excel, Python
Personal projects
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09
Quant
Quantitative Strategy on Vanguard ETFs
Algorithm for a simulated $250,000 portfolio of Vanguard ETFs, in a Fox School of Business competition.
Python, Excel, Bloomberg data -
10
Quant
Multi-Asset Quant Engine Prototype
Multi-factor stock screener with news sentiment, a macro module and backtesting of trend-following strategies.
Python, FastAPI, pandas, NumPy, yfinance, Hugging Face Transformers, HTML and JavaScript -
11
Derivatives
FX Options Pricing & Volatility Modeling
FX option pricing, volatility smile and zero-cost collars, following Bloomberg terminal conventions.
Python, Excel -
12
Quant
Quantitative Trading Curriculum
Self-directed curriculum to build the core tools of quantitative finance from scratch, from price models to backtesting.
Python -
13
Wealth Management
AI Applied to Wealth Management
Excel model that uses AI to profile the client, propose an asset allocation and manage its risk.
AI models, Excel
Other work
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Equity research on several listed companies
Equity research and company valuation
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Business plan for an open banking fintech startup
Fintech, payments and PSD2 regulation
Course: Fintech, AI and Digital Payments -
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Analysis of a private equity acquisition
Private equity and private markets
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Excel
Rebalancing a client portfolio
Wealth management
Course: Wealth Management -
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PostgreSQL, SQL
Relational database design and SQL queries
Database design and data analysis
Course: Financial Lab: Practical Aspects of Database Design (Stevens) -
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Excel Solver, R
Optimization models and decision trees
Business analytics and operations research
Course: Principles of Business Analytics -
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R
Statistical analysis of a European social survey
Inferential statistics and regression
Course: Statistics, Business Economics
Educational projects. Any results are hypothetical, based on historical or simulated data, and are not indicative of future returns. Nothing on these pages constitutes investment advice or a solicitation to invest.