Data Science, Python, SQL, Numpy,NLP,CV etc

HENG WANG

Data Science Program

Systems and Computer Engineering, Carleton University

Mobile Phone: 613-***-**** Email Address: ***********@*****.*** QUALIFICATION HIGHLIGHT

• 4 years' experience in data analysis for global service delivery

• Professional in data collection, data pre-processing and database management

• 2 years’ experience in data modeling, building data architecture and AI developing

• Solid understanding of ML algorithms, statistic tests,NLP and computer vision

• Proficient usage of Python, R,SQL, NoSQL for data handling and manipulation

• Good knowledge of cloud computing, GPU computing and Hadoop/MapReduce WORKING EXPERIENCE

Data Analytics Consultant, Ericsson (China), July, 2011-May, 2015

• Global Service Delivery for more than 20 regions coming from 10 countries

• 3 years’ experience in using ANN, SVM, Bayesian, hypothesis tests for data analysis

• 2 years’ ETL experience for data collection, processing and database management

• Experience in data pre-processing, data visualization and parallel computing

• Experience in end user behaviour analysis, dataflow analysis and capacity analysis PROJECT HIGHLIGHT

Singtel 4G/LTE Network Performance Analysis, Singapore My involvement in this project focused on data analysis of the network performance after the LTE deployment. It includes the activities of data collection and data extraction by SQL, AI developing by SVM and Bayesian for data analysis by python and data visualization by tableau. Also, I investigated and troubleshooted the poor indictors according to the KPIs of the network. After the analysis of the traffic dispersion and end-user behavior, my colleagues and I built a data map for visualizing the traffic flow of the network.

Key Words: Network Capacity and Traffic Dispersion Analysis, End-user behavior Analysis, Data Visualization, Data Modeling and Manipulation Skills Applied: SQL, Linux, Python, Wireshark, Linear and Logical Regression, Data Classification, Neural Network, SVM, Bayesian

HENG WANG

COMPUTER SKILLS

• Programming Language: Python, Matlab, R, Java,C++, Javascript, Linux Shell

• BI and Analytics Tool: Tableau, Google Analytics,Clear Analytics,Git

• Database: MySQL, MongoDB

• Data Processing Tool: Hadoop/MapReduce,Tensorflow/Keras

• Software Package&Tool:OpenCV Scikit-Learn,Numpy, Scipy,Pandas, Tensorflow/Keras ACADEMIC BACKGROUND

• 2015-2018 Data Science, Carleton University, Master

• 2007-2011 Electronics and Information,Harbin Engineering University, Bachelor

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