Qiao Gu Email & Phone Number | 3+ years of extensive quantitative experience in advanced predictive analytics and big data with experience of model development, implementation and maintenance using R, Python, Hadoop, Oracle and UNIX Shell scripting Knowledge of advanced statistical analysis and machine learning techniques including regression analysis, multivariate analysis, time series analysis, deep learning, tree-based ensembles (random forest, adaboost etc.), experimental design, survival analysis, bayesian modeling and statistical hypothesis testing Knowledge of Big Data techniques including: - Install, configure and test Hadoop/Spark environment and analyze its performance benefits; - Research, design and implement innovative machine learning algorithms on distributed platforms; - Integrate R with Oracle/Hadoop database systems (RJDBC/SparkR) for real-time model fitting, data retrieval and model (R object) storage/updates Experience in designing, creating and modifying Oracle table structures. Experience in writing complex SQLs (Impala/Oracle) to extract and clean data, bucketing data, and generating data in different formats (e.g. time-series format, correlation metrics); Worked on BLOB/CLOB retrieval and loading from R to Oracle Expertise in data management, including data cleansing, data visualization, exploratory analysis to raw data, missing values and creating graphs Team player with problem-solving, trouble-shooting, inter-personal and communication skills

Qiao Gu

3+ years of extensive quantitative experience in advanced predictive analytics and big data with exp...
Greater Minneapolis-St. Paul Area, Greater Minneapolis-St. Paul Area, United States

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Qiao Gu’s Email qiao.gu@seagate.com

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Qiao Gu’s Location Greater Minneapolis-St. Paul Area, Greater Minneapolis-St. Paul Area, United States

Qiao Gu’s Current Industry Seagate Technology

Qiao Gu’s Prior Industry Statistics In The Community | University Of Minnesota | Statistical Consulting Clinic | Bank

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Work Experience

Seagate Technology

Data Scientist II

2015-09-01 00:00:00 - Present

Statistics In The Community

Statistical Analyst

2014-05-01 00:00:00 - 2015-06-01 00:00:00

University Of Minnesota

Teaching Assistant

2014-08-01 00:00:00 - 2015-05-01 00:00:00

Statistical Consulting Clinic

Statistical Consultant - [Internship]

2014-05-01 00:00:00 - 2014-08-01 00:00:00

Bank

Junior Associate-[Risk Management]

2012-11-01 00:00:00 - 2013-03-01 00:00:00

Skills

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FAQ About Qiao Gu

Qiao Gu is located at
Greater Minneapolis-St. Paul Area, Greater Minneapolis-St. Paul Area, United States

Qiao Gu is a 3+ years of extensive quantitative experience in advanced predictive analytics and big data with experience of model development, implementation and maintenance using R, Python, Hadoop, Oracle and UNIX Shell scripting Knowledge of advanced statistical analysis and machine learning techniques including regression analysis, multivariate analysis, time series analysis, deep learning, tree-based ensembles (random forest, adaboost etc.), experimental design, survival analysis, bayesian modeling and statistical hypothesis testing Knowledge of Big Data techniques including: - Install, configure and test Hadoop/Spark environment and analyze its performance benefits; - Research, design and implement innovative machine learning algorithms on distributed platforms; - Integrate R with Oracle/Hadoop database systems (RJDBC/SparkR) for real-time model fitting, data retrieval and model (R object) storage/updates Experience in designing, creating and modifying Oracle table structures. Experience in writing complex SQLs (Impala/Oracle) to extract and clean data, bucketing data, and generating data in different formats (e.g. time-series format, correlation metrics); Worked on BLOB/CLOB retrieval and loading from R to Oracle Expertise in data management, including data cleansing, data visualization, exploratory analysis to raw data, missing values and creating graphs Team player with problem-solving, trouble-shooting, inter-personal and communication skills

Qiao Gu currently works in the Seagate Technology |

No Languages Available

Qiao Gu has prior
experience in the following industries:
Statistics In The Community | University Of Minnesota | Statistical Consulting Clinic | Bank

Qiao Gu has the following professional experience:
Seagate Technology | Statistics In The Community | University Of Minnesota | Statistical Consulting Clinic | Bank