Aaron Rodrigues Email & Phone Number

New York, Ny, Us

Plano, Texas, United States

• Provided internal data science consulting for various lines of business in Consumer and Community Banking.• Learned advanced project and stakeholder management skills in a collaborative, fast-paced rotational program.• Presented findings to senior management and prepared Model Risk Governance and Review documentation.• Business Modeling: Developed a predictive machine learning model for recommending Chase products to commercial and business establishments, achieving high performance for key categories (ROC AUCs of 74%+ for predicting Checking, Credit Card, and Loan acquisition/application).• Connected Commerce: Designed a streamlined customer segmentation model by using decision trees and business insights, creating 5 distinct groups based on digital engagement and preferences to enhance transaction analysis and marketing strategies.• Data Consumption: Published a data product that collects ad views and clicks on Chase digital platforms to streamline data pipelines for marketing analytics teams.• Leveraged Spark, SQL, XGBoost, PyTorch, Jupyter, and Snowflake to build machine learning models and data products.

Cleveland, Ohio, United States

• First author publication (in submission) using 700+ hours of direct nerve recordings from rats: “Effect of anesthesia and circadian rhythms on chronic vagus nerve activity” (2024).• Designed a modular and scalable pipeline for automated end-to-end analysis of electroneurogram data.• Developing machine learning models for classifying the ulnar and median nerve response to external stimuli in pig subjects.• Collaborated with researchers to identify roadblocks and build solutions.• Leveraged Bash, MATLAB, R, and HPC resources for batch processing of 6TB+ of neural data in under 48 hrs.

Mayfield Heights, Ohio, United States

• Developed a full-stack web application that streamlines grading efficiency for internal employee training programs.• Learned basic project management skills by participating in a self-managed team led by a senior engineer to ensure project milestones were met in a timely manner.• Leveraged MongoDB, Docker, Python, Flask, Git, CSS, and HTML to bring web application into production.

Chicago, Illinois, United States

• First author publication: "Nucleoli and the nucleoli–centromere association are dynamic during normal development and in cancer" (https://doi.org/10.1091/mbc.E22-06-0237).• Developed autonomous image-data processing programs in collaboration with department faculty.• Reduced the time required to process image datasets from days to minutes.• Designed, performed, and analyzed immunocytochemistry experiments.• Supervised and trained 1 undergraduate and 2 high school students. • Presented results in a department seminar.• Focused on immunofluorescence staining, microscopy, and image-data processing protocols.

Bachelor Of Science In Engineering (B.S.E.), Biomedical Engineering And Computer Science

• Graduated summa cum laude (GPA: 4.0/4.0), Dean’s High Honors (F2020 to S2023) • Relevant Coursework: Machine Learning, Intro to AI.

High School Diploma

• Won FRC (FIRST Robotics Competition) 2020 Midwest Regional as Team 2022's programming leader and robot co-driver. • Marketed and managed.