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Proficient Python Data Scientist AWS Spark SQL
- 1. Proficient in Python (including standard data science libraries such as pandas, matplotlib scikit-learn, scipy, and numpy), Jupyter Notebooks Experience with Tensorflow, Apache Spark, Git, AWS, Linux, and SQL Skilled in data visualization Theoretical and practical understanding of most supervised and unsupervised machine learning models and algorithms, advanced understanding of statistics Intermediate knowledge of deep learning architectures, signal processing, and time series analysis Exceptional ability to communicate technical material Experience with project management Software and Tools Mathematics and Modeling Leadership/Communication SKILLS Moscow Human Rights Commission, Board Member Humanists of the Palouse, President and Board Member Frequent panelist, speaker, and mentor for local Women in Engineering events COMMUNITY INVOLVEMENT Phone: 208-577-0175 Email: cassienseubert@gmail.com LinkedIn: @cassie-seubert Moscow, Idaho CONTACT DETAILS EXPERIENCE Extensive experience using machine learning, statistical analysis, and other applied mathematical techniques to solve difficult power systems problems. Consistent use of statistical reasoning to identify appropriate model parameters for algorithm deployment in large-scale data analysis. Theoretical and practical proficiency in constructing and implementing data pipelines to extract explainable features and build machine learning models that identify power system signatures. Experience using Tensorflow with Keras to identify signatures from raw time series data. Demonstrated ability to use AWS EC2 instances to analyze large datasets and implement distributed, parallel processing on terabytes of data stored in S3. Experience using software engineering principles to write testable code and employ source control using an Agile workflow. Exceptional aptitude for designing and implementing controlled statistical experiments. Notably, planned and carried out an experiment assessing the effectiveness of specific manufacturing processes. Results lead to a savings of over $1 million and an order of magnitude increase of efficiency. Technical Experience CASSIE SEUBERT Data Scientist Leadership, Communication, and Project Management Experience Principal investigator on an $875,000 Department of Energy contract with academic sub- awardees. To date, have successfully managed project within budget and met all project deliverables and milestones. Considerable experience writing customer facing reports that require clear communication of technical material. Comfortable presenting to large audiences, including composing and communicating technical presentations in an engaging and understandable way. Passionate about teaching and helping guide others to understanding. Proven ability to handle sensitive material as a holder of a TS SCI government clearance. WORK HISTORY Research Engineer Schweitzer Engineering Laboratories | 2017 - Present Lead Quality Analyst Schweitzer Engineering Laboratories | 2012 - 2017 ACADEMIC HISTORY Research emphasis on error detecting and correcting codes Participated in undergraduate research at UCLA modeling plant growth in the Santa Monica mountains MS Mathematics, GPA 4.0 Washington State University | 2014 - 2017 BA Mathematics, Minor Psychology, GPA 3.92, Summa Cum Laude University of Southern California | 2008 - 2012