I'm a driven culture captain: a teamwork oriented leader who strives to improve everything he can. I’m well equipped to overcome obstacles with my background in data science and over 5 years experience in research management consulting. I focus on leading teams to overcome problems in my passion areas: biotech, scientific research, and finance.
Using patient health data (BMI, hypertension, avg glucose, etc.) potential stroke victims were identified with a high degree of accuracy and sensitivity.
Techniques Used: Classification, OverSampling, UnderSampling, SMOTE, RandomizedSearchCV
Models: Decision Tree, Support Vector Machine, ExtraTrees
With greater than 50% accuracy, the S&P 500 price was predicted using sentiment analysis on business articles, coupled with other natural language processing (NLP) techniques.
Techniques used: Classification, NLP, Sentiment Analysis, CountVectorizer
Top Models: TFIDF with Multinomial Bayes, Long Short Term Memory (LSTM) neural network