Financial Analysis · Data Science

Daros
Nakai

Financial Analyst & Data Scientist

Business Analytics Bachelor's student at the University of Amsterdam, specializing in finance and financial markets' data. I build algorithms to identify edges in financial markets and machine learning models that translate complex economic signals into actionable insights.

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BSc Analytics (Honours)
Degree
University of Amsterdam
Education
Finance & Economics
Specialization
Finalytics Capital
Founded · Student Investment Fund
Teamwork & Communication
Soft Skills
Selected Work

Projects

Quantitative research and machine learning projects focused on financial markets and macroeconomic forecasting.

Background

About Me

Interests
  • Machine learning applied to macroeconomic forecasting and financial markets
  • Algorithm development to identify systematic edges in financial markets
  • Brazilian economy: inflation dynamics, monetary policy, credit and fiscal indicators
  • Quantitative research bridging econometrics and modern ML techniques
Tools & Stack
  • Python — scikit-learn, pandas, NumPy, Plotly
  • Data sources — BCB SGS API, IBGE SIDRA, Focus / Boletim Focus
  • Regularised regression — Lasso, Elastic Net, ASGL adaptive variants
  • Walk-forward backtesting with TimeSeriesSplit cross-validation