Projects

Interactive portfolio risk simulator using correlated Geometric Brownian Motion (GBM) and Monte Carlo simulation. Estimates Value at Risk (VaR), Conditional VaR (CVaR), and probability of loss across multi-asset portfolios. Built with Python and Streamlit.

“Reflexive Demand in the AI Infrastructure Boom” analyzes the financial mechanics behind the rapid AI buildout from 2022 to 2025. The paper studies how vendor financing, long-dated backlogs, capital intensity, and credit conditions are shaping the current AI cycle across companies like Nvidia, Oracle, Microsoft, Amazon, and Google. It examines whether today’s surge in AI infrastructure reflects real user demand or a reflexive loop driven by financing structures, incentives, and expectations. The research connects this cycle to past investment booms while highlighting what makes the AI wave structurally different.

The Entrepreneur’s Playbook is an interactive guide I created by synthesizing everything I learned during my MIT Bootcamp. It breaks down the full journey of building a meaningful business, from finding your starting point to defining value, validating the problem, developing a business model, and leading your team. Each section distils lessons from MIT’s innovation frameworks into actionable steps, exercises, and tools that help founders think clearly, test ideas fast, and build products that matter.