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Summary
\n Experienced ML engineer with a strong background in data modeling, algorithm development, and machine learning implementation. Skilled in programming languages such as Python and R, as well as experience with big data technologies like Hadoop and Spark. Passionate about using data to solve complex business problems.
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\n Professional Experience
\n \n - \n Senior ML Engineer, ABC Company, San Francisco, CA (2018-2021)\n
\n - Developed and implemented various ML models to improve the company's customer retention rate by 20% using Python and R.
\n - Reduced the company's operating costs by 15% by creating a predictive maintenance platform using Spark.
\n - Built an end-to-end data pipeline and optimized it for parallel processing on Hadoop, resulting in a 30% decrease in data processing time.
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\n \n - \n ML Engineer, XYZ Corporation, New York, NY (2016-2018)\n
\n - Developed a fraud detection model for credit card transactions that reduced false positives by 80% using Python and TensorFlow.
\n - Created a sales forecasting model that accurately predicted sales within 5% for a major e-commerce client using R and XGBoost.
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\n Education
\n \n - \n Master's Degree in Computer Science, Stanford University, Palo Alto, CA (2016)\n
\n - \n Bachelor's Degree in Mathematics, University of California, Berkeley, CA (2014)\n
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