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Shayna Howitt is an experienced data scientist with a strong background in machine learning and data analytics. Currently serving as a data scientist at Signifyd since March 2022, Shayna previously held the position of first and lead data scientist at SingleStore, where machine learning models were developed to provide insights into user behavior. At LeadCrunch, significant contributions included doubling model accuracy for predicting company industries and automating quality checks with a PyTorch distilBERT model. Earlier roles involved data analysis and client success management, further enhancing a robust skill set in technical liaison and digital marketing. Shayna's career began with legislative advocacy work at IKAR, following academic research at the University of California, Berkeley, where a Bachelor of Arts degree was obtained.