Amazon
Long-term dominance in e-commerce and AWS, with strong operating leverage and optionality.
Investing Philosophy
A rigorous, research-led investing process shaped by quantitative finance and strategy work, designed to maximize asymmetric outcomes without sacrificing analytical integrity.
Returns driven by a small number of high-conviction winners, with full acceptance of volatility.
Built through years of deliberate experimentation and continuous learning.
Began investing at age 16 through an Investopedia simulation after reading The Value Sphere. That early work evolved into a conviction-driven, asymmetric style.
Several years of continuous learning and portfolio management, integrating research, quantitative signals, and disciplined post-trade review.
Five principles that govern capital allocation and risk.
Prioritize opportunities where upside materially outweighs downside.
Concentrate capital in best ideas rather than over-diversifying.
Focus on business fundamentals and durability, not short-term noise.
Hold compounding winners and avoid premature profit-taking.
Systematic review of both wins and losses to refine decision-making.
Barbell architecture balancing compounding stability with high-upside optionality.
ETFs are used selectively for broad exposure: S&P 500 and European market allocations.
Outsized winners drive the majority of returns, while losses are accepted as part of the asymmetric design.
Positions where fundamentals and strategic optionality remain mispriced.
Long-term dominance in e-commerce and AWS, with strong operating leverage and optionality.
Exceptional monetization engine, scalable ad model, and AI-driven margin upside.
Pricing power, recurring subscription revenue, and ecosystem lock-in.