Experience
Jan 2024 - Present
1 year 11 months
- Designed and implemented AI-enhanced macro-factor models improving asset allocation decisions across multi-asset portfolios
- Developed machine learning-based FX trading strategies, integrating macroeconomic and sentiment data to identify profit opportunities
- Models adopted by the investment committee to guide equity and currency exposure
- Collaborated with portfolio managers to translate analytical output into actionable investment insights
Jan 2023 - Present
2 years 11 months
- Developed and validated systematic trading strategies using AI and data-driven modeling, achieving +20% alpha
- Published research on market dynamics, investor sentiment, and systematic trading strategies in peer-reviewed finance journals
- Taught applied finance and valuation, emphasizing predictive analytics, financial modeling, and data visualization
Jan 2019 - Dec 2024
6 years
- Led big data projects across equity datasets, using Python, ML algorithms, and text analytics to uncover factor patterns and market sentiment
- Conducted award-winning applied research on machine learning in asset pricing, presented at leading finance conferences (EFA, FMA)
- Combined statistical modeling with domain expertise to build explainable AI systems for investment insights
Jan 2019 - Dec 2019
1 yearJan 2018 - Dec 2018
1 yearJan 2016 - Dec 2016
1 yearJan 2015 - Dec 2015
1 yearJan 2013 - Dec 2013
1 year