Capital Bike Share Allocation

Python | Predictive Analysis | Regression Models

Utilized weather data to examine potential correlations between weather conditions and bike demand at the bike share station and predict its demand. The main purpose of this project is to compare the performance of five different regression models

• GitHub

Mortality in the US

SQL | Descriptive Analysis | Schema Design

Analyzed the CDC’s large dataset containing over 7M records and 77 columns using SQL on AWS to investigate the patterns of mortality causes in the United States over three years

• GitHub

Amazon Pet Product Reviews

Python | NLP | Sentiment Analysis | Transformer Model

A sentiment classifier designed to assist the customer service team by prioritizing tasks based on the sentiment categorization of incoming product reviews

• GitHub

Fraudulent Users Detection

Python | Fuzzy Matching Techniques | EBM Model

An Explainable Boosting Machine model to detect fraudulent users on the OFAC sanction list with a 98% test accuracy rate using H2O and PiML, bolstering the bank’s compliance procedures and mitigating the risk of financial penalties due to regulatory violations under the U.S. Government and Department of Treasury

• GitHub

Python

Pandas

GeoPandas

NumPy

R

SQL

Tableau

QGIS

AWS

AB Testing

Time Series Forecasting

E-Commerce Marketing