Michael Geden Email and Phone Number
Michael Geden work email
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Michael Geden personal email
Experienced data scientist specializing in the application of machine learning to analyze user behavioral data, making a significant impact across various organizations. My interests encompass fair machine learning, interpretable natural language processing, and hypothesis testing, driving innovation in the field.Possessing a robust background in statistics, machine learning, and applied psychology, I am adept at leveraging these interdisciplinary skills to enhance and optimize user experiences. By bridging the gap between data-driven insights and human behavior, I empower organizations to make informed decisions and foster meaningful user engagement.
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Senior Data ScientistStack Overflow Jul 2023 - PresentNew York, Ny, Us
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Senior Data ScientistModern Hire Nov 2021 - Jul 2023Cleveland , Oh, Us● Developed a SNORKEL-based weakly supervised NLP model for detecting technical issues from text responses, achieving a 0.88 AUC score.● Spearheaded personalized job recommendation project, boosting candidate flow by 23%.● Developed and launched an anomaly detection pipeline, identifying potential issues, reducing human effort by 80%, and increasing recall by 43%. -
Data ScientistModern Hire Mar 2020 - Nov 2021Cleveland , Oh, Us● Innovated a patent-pending multi-objective optimization algorithm for interpretable and fair selection enhancing diversity by 13% while retaining predictive accuracy.● Streamlined cross-functional team workflows, accelerating recurring analyses by 87% through the development of self-service tools.● Led and supervised intern research on a weakly supervised NLP task, advancing topic analysis and aspect extraction for unstructured text responses.
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Postdoctoral ResearcherCenter For Educational Informatics Nov 2018 - Feb 2020● Boosted prediction of student knowledge modeling by 24% using multi-objective stacked LSTMs with residual connections developed in pytorch.● Authored a published study showcasing a 13% accuracy lift in a multi-modal model combining ELMo embeddings and sequential student actions over uni-modal counterparts.
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Quantitative ResearcherLaboratory For Analytic Sciences Jan 2017 - Dec 2018● Managed a team of undergraduate students for qualitative coding and project support.● Devised, deployed, and analyzed survey for creating a theoretical model of anticipatory thinking using Structural Equation Modeling.
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Quantitative User Experience InternSas Jan 2015 - Dec 2015Cary, Nc, Us● Performed both quantitative and qualitative analysis to identify barriers and provide recommendations using naturalistic observation, heuristic evaluation, and lexical complexity analysis.● Tested proposed information architecture using A/B design.
Michael Geden Education Details
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North Carolina State UniversityHuman Factors And Applied Cognition -
North Carolina State UniversityStatistics
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University Of FloridaPsychology
Frequently Asked Questions about Michael Geden
What company does Michael Geden work for?
Michael Geden works for Stack Overflow
What is Michael Geden's role at the current company?
Michael Geden's current role is Data Scientist | Psychologist | Applied Statistics.
What is Michael Geden's email address?
Michael Geden's email address is mi****@****csu.edu
What schools did Michael Geden attend?
Michael Geden attended North Carolina State University, North Carolina State University, University Of Florida.
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