Simulating Various Asset Allocation Strategies
Simulating Various Asset Allocation Strategies

Monte Carlo and Historical simulations of various asset allocation strategies in retirement funds.

NumpyMatplotlibSeabornSBBIPython
NLP Analysis of Medical Questions
NLP Analysis of Medical Questions

Analysis of 23,000+ patient questions from 12 NIH sites with NLTK and Scikit-Learn.

NLTKScikit-LearnPCAt-SNEK-MeansDBSCANLDAPython
Bayesian Dropout Layer in FairFace Network
Bayesian Dropout Layer in FairFace Network

Analyzed the addition of a Bayesian Dropout Layer to a pre-trained ResNet34 model for face recognition (FairFace).

ResNet34PyTorchKerasTransfer LearningPython
Clustering Analysis of Disease Outbreaks
Clustering Analysis of Disease Outbreaks

Extracted disease and location data from unstructured text data of 650 news headlines with GeoNamesCache.

GeoNamesCacheDBSCANGreat Circle DistancePython
Automated Trading
Automated Trading

Automatically buys or sells stock based on the short and long running averages.

Data VisualizationTime SeriesPandas-Datareader
Statistical Modeling to Identify Factors of Obesity in the US
Statistical Modeling to Identify Factors of Obesity in the US

Analyzed data from the 50 States and D.C. using linear regression to explain the variation in obesity rate.

Linear RegressionData VisualizationSPSS