I possess the unique blend of technical expertise and business acumen to solve complex problems and deliver data-driven insights that drive business growth. With a passion for data and a strong track record of success in data analysis, modeling, and visualization, I am confident that I can make a valuable contribution to your organization. Let me put my skills to work for you and help you unlock the full potential of your data!
Available Work Locations: San Antonio, TX
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: Screening Prevents Loss
Partnered with CWS Capital Partners, a multifamily investment firm based out of Austin, Tx. They have over 97 properties across the United States. As a team we were able to gather data on about 5,000 residents dating back from 2018 to 2023. With initially pulling in over 740,000 rows of data from Microsoft SQL Server before cleaning. We created a secondary screening model to flag and detect applicants that are more likely to cause loss to the company through damages or uncollectible charges. The primary model that CWS already uses is pretty effective in that only about 3% of applicants that were accepted actually caused damage or a loss to the company. Using our model in conjunction with the primary model we are able to reduce this amount from 3% to around 1.4%.