Oliver Ton

Data Scientist

Oliver Ton


Data Scientist


(210) 445-2041



Available Work Locations: San Antonio, TX

Bachelor's Degree

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

You should hire me for my passion and proven abilities in organization for office efficiency. I pride myself on my time management, coordination and interpersonal skills.

My Capstone Project: Austin Crime Cases Solved Predictor

My team and I analyzes crime data from the city of Austin for the years 2018 through 2021. The indicatiors of whether or not a particular case will be solved. Uses visualizations and statistical analysis we investigate several indicators of clearance such as crime type, location, seasonality, and timelines of the report. Build a predictive classification model using a Naive Bayes algorithm that can predict clearance status on unseen data with accuracy of 89% and ROC-AUC score of .81. This accuracy outperforms the baseline by 11%.

“With technology, I am most passionate about prepare and analyze data and how it can help businesses achieve their goals in a creative way.