MCM — 2025 Mathematical Contest in Modeling
MCM is a 4 day international contest focused on combining statistics, mathematics, programming, and research skills to model an open-ended real-world problem.
Aathreya Kadambi, Kailash Ranganathan, and myself worked on modeling & forecasting the 2028 LA olympic medal counts using Markov models and a Bayesian statistical approach.
Pearl Fund: Portfolio Optimization & Statistical Analysis
Pearl Fund is a project aimed at utilizing foundational concepts from modern portfolio theory, CAPM, R, and other financial economics concepts to opitmize & analyze a collection of assets for certain objectives.
(Unrelated) Scribe notes on Efficient Set Mathematics & CAPM from my ECON 139 (Asset Pricing & Portfolio Choice) class @ Berkeley.
Machine Learning API - Cerbo
Cerbo is a python based library that provides a user-friendly experience to train and learn about ML models. With over 15K downloads, Cerbo is a tool that teaches the fundamental coding skills associated with AI.
Holiday Effect Trading Strategy
This project explores the effect of holidays on trading activity and profitability through a regression analysis. Furthermore, an ETF trading strategy is developed and backtested using these holiday effect principles.
Machine Learning Textbook
Co-authored a comprehensive textbook that built up concepts of machine learning and deep learning from the basics. The textbook has garnered various recognition, most notably from Amazon AWS VP, Swami Sivasubramanian.