PROJECTSManhattan LSTM Algorithm (Keras | Spacy) GitHub 2020An LSTM neural network for detecting text similarity o Implemented a Manhattan LSTM neural network using Keras to measure sentence similarity o Trained the model on a public dataset with labeled data and adapted it into a recommendation systemNaïve Bayes Gaussian Algorithm GitHub / Medium 2020A custom implementation of the Naïve Bayes Gaussian algorithm o Engineered a version of the Naïve Bayes Gaussian algorithm from scratch using NumPy and Pandas; o Validated model accuracy with scikit-learn, generated a heat map and confusion matrix with Plotly, and published the package to PyPIMed-Cabinet API (Flask | Pickle | SQLAlchemy) GitHub 2020A web application that returns recommended marijuana strains based on a user’s entered preferences o Held role of one of two data engineers on a team of three data scientists tasked with hosting an API on Heroku o Developed a Flask API that receives Post requests from the Front-end, calls a pickled NLP model, and returns the results as a JSON objectA Test of Quality of Government (Pandas | Plotly | scikit-learn | XGBoost) GitHub 2020Aggregated multiple datasets to perform regression analysis of influences on measures of quality of government o Merged of dozens of datasets and used Pandas to perform feature engineering o Used scikit-learn’s principal component analysis tool to select latent variables and built a regression model with XGBoost o Leveraged Plotly to display the model’s permutation importance and learning curve

• Conducted exploratory testing to evaluate robustness and functionality of multiple software products• Wrote, implemented, and documented test cases to identify bugs and rewrite requirements• Utilized Java and Microsoft SQL Server to design, develop, and implement automated testing systems• Reviewed all testing procedures to ensure compliance with IRB and FDA rules and regulations

• Verified accounts receivable and accounts payable balances for timely billing and payment.• Launched marketing campaign, resulting in new patients; campaign included direct mail, website development, and contact with local businesses and newspapers.• Changed profile of business to a greater focus on dental implants, resulting in a significant increase in revenue.

• Processed new employees in payroll system and guided them through all appropriate documentation.• Responsible for answering inquiries and resolving difficulties of students, faculty, and staff.• Handled issues pertaining to benefits and taxes.