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Abhinav Raghunathan's Projects

cattle_crush icon cattle_crush

A simple algorithm and backtest in R that trades cattle futures on a mean reversion strategy.

diabetes_prediction icon diabetes_prediction

A brief machine learning/data visualization project on a limited set of variables meant to predict the onset of diabetes.

disease_propagation icon disease_propagation

An implementation of a primitive SIR model to simulate the propagation of a disease with a limited set of variables.

plot_sentiments icon plot_sentiments

A study of which movie plots tend to perform the best in terms of annual revenue. This experiment used sentiment analysis on in-depth plot descriptions from Wikipedia to construct and quantify the plot of the movie.

rally_records icon rally_records

A custom query-builder and insight generator for ATP and WTA tennis data that affords more specificity and better analysis than any other.

tumor_model icon tumor_model

A computational oncology application that analyzes and presents 3D MRI data of tumor growth in rat brains.

umg_prices icon umg_prices

An experiment that looks into the movement of Universal Music Group's parent company, Vivendi, relative to the performance of its constituents' music releases.

vc-pe-engine icon vc-pe-engine

An attempt to model the funding success of startups based on a variety of parameters.

wave_cycles icon wave_cycles

A brief statistical data analysis of naturally occurring cyclical behavior.

world_cup_2022 icon world_cup_2022

A Monte Carlo simulation of the FIFA 2022 World Cup using individual player data and head-to-head statistics.

zika_healthcare_impact icon zika_healthcare_impact

A brief analysis on how reports of the Zika virus in the US shifted the healthcare industry as a whole.

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