Fred Serfati
Data Scientist at Microsoft
Based in San Francisco, United States
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Seniority
Staff
Department
Information Technology
Location
San Francisco
Industry
Software Development
Company size
227K
Contact information
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f•••••••@microsoft.com
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Background
About Fred Serfati
Data Scientist with 2 years of experience, driven by a passion for using data to solve real business problems and make a tangible impact on people's lives. At PG & E, I leveraged machine learning techniques to predict unplanned outage durations, leading to an expected 30% increase in customer satisfaction. Developed predictive models (Decision Trees, Random Forests, XGBoost) that reduced error by 18%. I hold two Master's degrees in Data Science: one from the University of San Francisco and another from École Polytechnique (one of the most prestigious engineering schools in France). This diverse educational background has equipped me with both a robust theoretical foundation and practical experience in Data Science. I also have a Bachelor's degree in Applied Mathematics with a major in Statistics from Paris-Dauphine University. Specialties: Data Science, Machine Learning, Statistics, Deep Learning, Python, SQL, Natural Language Processing, A/B Testing, Applied Mathematics, Data Analysis, Predictive Modeling. Contact me: fredsrft@hotmail.fr
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