Jorge Rocha Campos
About Jorge Rocha Campos
Jorge Rocha Campos is a Data Scientist with a Bachelor of Science in Mechanical Engineering from UC Irvine. He has experience in optimizing machine learning models for loan approvals and currently works at DataCamp.
Work at DataCamp
Jorge Rocha Campos has been employed as a Data Scientist at DataCamp since 2023. In this role, he focuses on developing and optimizing machine learning models. His work includes applying advanced techniques to enhance model performance and accuracy, particularly in the context of loan approvals. Jorge's contributions to DataCamp involve leveraging his expertise in data science to deliver impactful solutions.
Education and Expertise
Jorge Rocha Campos studied at the University of California, Irvine, where he earned a Bachelor of Science in Mechanical Engineering from 2017 to 2021. His educational background provides a strong foundation in analytical and technical skills, which he applies in his current role as a Data Scientist. His expertise includes machine learning, model optimization, and data analysis.
Background
Prior to his current position, Jorge Rocha Campos worked as a Teaching Assistant at UC Irvine in 2020 for three months. He also held the position of Lead Engineer at Global Brigades, Inc. for one month in 2021. These roles contributed to his practical experience in engineering and data science, enhancing his skill set in real-world applications.
Achievements
Jorge Rocha Campos has achieved significant results in his data science work. He optimized machine learning models for loan approvals, attaining a 90% accuracy rate using XGBoost. Additionally, he utilized SMOTE oversampling techniques to address class imbalance, leading to an 18% improvement in model accuracy. His ability to apply GridSearchCV and CrossValidation testing further demonstrates his proficiency in model evaluation and optimization.