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Applied Monte Carlo simulation techniques to estimate aggregate view outcomes for planned video lineups, addressing systematic underprediction caused by outlier effects. The approach enabled reliable percentile-based forecasting, was adopted in a patented solution, and improved planning accuracy for internal stakeholders.
2018-2021Priced our new small ASO product using Monte Carlo simulations.
2014I wrote a program to easily train a continuous-state Mealy machine and perform inference with Monte Carlo simulations.
2024LinkEarly-in-my-career attempts to model march madness games.
2013-2016Link