- Flatiron School Data Science Bootcamp Graduate 🎓
- Economics and Mathematics Background ➕ ➖
- Passionate problem solver 🧠
- Active Human ⚽ 🛹
- NYC Resident 🗽
- Machine Learning models trained with advanced statistics from over 4,000 games to predict winning team and margin of victory in NBA games
- 64% accuracy in predicting winner, 56% accuracy picking against spread
NLP Tweet Sentiment Analysis 🐦
- Utilized TfidfVectorizer and Support Vector Classifier to achieve 70% accuracy on tweet sentiment prediction model
Forest Cover Type Classification
- Neural Network created from Dataset containing information of over 500k trees (7 different cover types) derived and obtained by the US Geological Survey and USFS, obtained accuracy of 85%
Deep Learning Model for Chance of Graduate School Admittance
- Deep Learning model created with TensorFlow to predict chance of admittance for prospective graduate school students, achieved R-squared of .819
Deep Learning Classifier of Lung Illness
- Deep Learning Classifier built to decify healthy lungs from lungs infected with covid and pneumonia, achieved accuracy of 89%
Chicago Car Accident Prevention 🚙
- Decision Tree Classifier built to predict which car accidents were likely to cause injury based on time, location, crash type, weather, etc.
King County Home Price Prediction 🏡
- OLS regression predicting price of houses in King County, Washington.
- Examples of queries inspired from CodeAcademy Course, Analyze Data with SQL
