Primary Focus: Data Analytics
Core Technologies: Python, MySQL, Spark, Tableau, Pandas, NumPy, Matplotlib, Seaborn, SciKitLearn, Anaconda, Jupyter Notebooks, Git/GitHub
Core Competencies: Data Storytelling, Applied Statistics, Machine Learning, Natural Language Processing, Classification, Regression, Clustering, Time Series Analysis, Anomaly Detection
Hire Me Because
My Capstone Project: THROUGH THE GLASS DOOR – Improving Company Ratings
Contributed to a team effort applying natural language processing and machine learning to predict Glassdoor company ratings. Analyzed data from Glassdoor.com, achieving 70% accuracy with Logistic Regression. Discovered work-life balance, employee recommendation, and CEO approval rating as the significant factors in employee satisfaction, informing strategies for improvement.