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I'm a student exploring how intelligent systems make decisions under uncertainty. My interests sit at the intersection of: • Quantitative Finance • Simulation & Complex Systems • Computational Modeling • Reinforcement Learning • Agent-Based Systems • Decision Intelligence Currently, I'm building two long-term public projects: → Derivatives Risk Laboratory A computational environment for studying pricing, volatility, hedging, and risk. → Market Ecology Simulator An agent-based simulation exploring emergence, adaptation, competition, and market dynamics. My goal isn't simply to learn models. I'm interested in understanding how information, incentives, uncertainty, and intelligence interact inside complex systems. I enjoy building from first principles, documenting research notes publicly, and sharing observations from experiments and simulations. Currently studying at IIIT Dharwad and IIT Madras BS
1d ago · 9 min read · Just a few weeks ago, I began what seemed like a simple task. Implement some payoff functions.Plot a few graphs.Build a binomial tree.Move on. Instead, I ended up with a notebook that felt... wrong. N
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