Camilo Gomez Email & Phone Number

Development: Designed and implemented end-to-end machine learning pipeline in Python to assign risk scores to vehicles using Gradient Boosting Machines. This monthly batch scoring process supports a very large book of business. The model was trained with a 1TB+ dataset in H2o and Spark.◦ Data analysis: Completed a series of ad-hoc analyses to support business operations in a highly regulated industry. Highlights include responding to Department of Insurance inquiries, post-hoc interpretability of machine learning models via SHAP Values, and vendor data evaluation reports to product owners (usually geospatial).◦ Telematics: proprietary work to assess policyholders' risk using sensor data.

Atlanta, Georgia, United States

◦ ML engineering: Implemented internal ML tools ranging from spatial regressions, Generalized Linear Modeling, and a reinforcement learning custom environment (RLLib) considering optimal space and time complexity.◦ Cloud computing: Containerized various modeling workflows on AWS SageMaker using Sklearn pipelines and Docker containers, reducing compute times by more than 80%◦ Testing: Developed unit tests using Pytest for data manipulation and modeling features, increasing code coverage from 55% up to 95%.

Orlando, Florida Area

◦ Statistical analysis: Analyzed complex survey data using Python and SAS. Primarily used categorical statistical methods such as logistic regression, chi-square test, and Fisher’s exact test.◦ Technical writing: Created rigorous statistical reports for government sponsored scientists, including DoD and NIH. For example, performed power analysis and ANOVA tests to be included as supporting evidence in the research.◦ Visualization: Created tables, charts, and graphs using Python, R, and Excel to be used in publications.

Doctor Of Philosophy - Phd, Big Data Analytics

Master Of Science - Ms, Statistics And Data Science, 3.8

Instructor of Record: Principles of Statistics (STA 2014) at UCF Spring 2021 Graduate Teaching Assistant: Quantitative Business Tools I.

Bachelor'S Degree, Statistics, 3.5 Cum Laude

Activities and Societies: Upsilon Pi Epsilon (UPE): Member. UPE is the largest student organization for technology at Florida.