Samaneh Khakshour
Data Scientist @Shopify
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WORK HISTORY
Data Scientist @Shopify
EDUCATION
Simon Fraser University
Doctor of Philosophy (Ph.D.), Bioengineering and Biomedical Engineering
Simon Fraser University
Master of Science (M.Sc.), Computing Science (Big Data)
SKILLS
ABOUT SAMANEH KHAKSHOUR
I’m a data scientist and researcher specialized in machine learning, and data analysis at Delta Controls Inc. I started my PhD at school of mechatronics, SFU in 2010 and since then, I knew I wanted to do data wrangling every day of my life. I have over 5 years of experience in machine learning and pattern mining using Python and Matlab. Holding a Masters of Science in Big Data, gave me the opportunity to experience working with Apache Hadoop, Hive, HBase, and Spark framework. My skills:• Machine learning (deep learning, sequential learning models, neural networks, clustering)• Data (text, multivariate time-series, sequential text, telemetry) analysis in applications such as auto-labeling, energy disaggregation, sensors anomaly detection, logs pattern mining, online classification and prediction • Statistical analysis (regression modeling, forecasting techniques)• Visualization (Tableau, matplotlib)• Strong problem solving capability• Comfortable working independently as well as part of a team• Excellent technical documentation and communication skills• Programming: Python, R, Matlab, HTML• Libraries/Tools: TensorFlow, Pandas, scikit-learn, SQL, Jira • Big data Platform/Frameworks/Storage: Hadoop, HBase, Nifi, HDFS, Hive, Atlas, Ranger, Spark
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