Aaron Paget

About Aaron Paget

Open to opportunities in research and industry! I research land, ocean, and…

Experience

1. Data Science Consultant

   SAIC

   Aug 2007 — Present · US

   PROGRAMMING LANGUAGES: Python | R | SQL | MATLAB | Fortran | IDL| LinuxDATA SCIENCE & MACHINE LEARNING: Deep Learning/Neural Networks (TensorFlow | Keras | Image Processing with CNNs | Unsupervised Learning (K-Means | Clustering | PCA)| Linear & Logistic Regression (Scikit-Learn)| Data Processing & Visualization (Pandas | Matplotlib | Bokeh | Seaborn)| REST API Development | Machine Learning and AI | Statistics | Git | SparkINDUSTRY KNOWLEDGE: Unstructured Data | Signal Processing | Remote Sensing | Hypothesis Testing | Modeling and Analysis | Instrumentation | Meteorology | Oceanography | Big Data Management | Image Processing | Technical ConsultingExperience• Conducted in-depth analysis of complex datasets to identify trends, patterns, and actionable insights, driving product improvements and enhancing user engagement.• Utilized principles to connect decisions to massive data, contributing to informed decision-making processes.• Developed and implemented advanced machine learning models to predict behavior, optimize product offerings.• Designed and analyzed experiments to evaluate the impact of product changes and new features, providing data-driven recommendations for future initiatives.• Worked closely with cross-functional teams, including product managers, engineers, and designers, to integrate data-driven insights into product development processes.• Analyzed high frequency data (big data) with statistical modeling, machine learning, and data mining techniques.Relevant Skills• Data Analysis, Visualization, and Optimization, Infrastructure Design and Management, Quantitative and Analytical analysis.• Deep Learning Models: Experienced in designing, training, testing, and deploying deep learning models in Computer Vision and Natural Language Processing domains, Statistical Modeling, Experimentation and A/B Testing.• AI and ML Development: Experience in designing, developing, and deploying AI and machine learning models from various web sources.

Education

• Brigham Young University

  Physics

• The Data Incubator

  Scholar, Data Science

• Brigham Young University

  Bachelor of Science (BS), Physics

  2000 — 2006

• Florida State University

  Master of Science (MS), Meteorology

  2006 — 2009

• Florida State University

  Doctor of Philosophy (Ph.D.), Atmospheric Sciences and Meteorology

  2006 — 2013

• Florida State University

  Doctor of Philosophy - PhD, Geophysical Fluid Dynamics

  2010 — 2013