Jie Tao

email: ac7u5k@r.postjobfree.com

git: https://github.com/neoaksa

blog: www.jie-tao.com

tel: 616-***-****

Short Bio :

I’m a software engineer with 6 years’ business intelligence experience, skilled in data mining and machine learning tools. My interests focus on data analysis, machine Learning, data visualization and high performance calculation. Education Background:

Computer Information Systems, M.S. Grand Valley State University (2017- 2019), United States Information System and Information Management, B.S. Southwest University (2002-2006) China Skills:

Program: Python, C/C++, SQL

Database: SQL Server, SSIS, Oracle, EDW

Data Visualization: Tableau, Qlikvew, SSRS,Matplotlib Machine Learning: Numpy, Pandas, scikit, OpenCV, Keras, spaCy, NLTK HPC: OpenMP, Cuda, MPI

Others: Scrapy(spider), Hadoop, Spark

Professional Experience:

Grand Valley State University (Aug 2017 – Apr 2019) GPA: 3.96

Project :

Fluids Dynamics optimized by deep learning (current)

Main Tech: CFD, LBM, Tensorflow/Keras

Distracted_Driver_Detection

Main Tech: VGG19, transfer-learning, Keras

Git: https://github.com/neoaksa/Distracted_Driver_Detection IMDb Spider

Main Tech: scrapy, xpath, matplotlib, pandas,networkx, nltk, word2vec

Git: https://github.com/neoaksa/IMDB_Spider

Sentiment-Detection-by-Human-face

Main Tech: Python, OpenCV, oversampling, dlib, sklearning, SVM, ANN, PCA, F1

Git: https://github.com/neoaksa/Sentiment-Detection-by-Human-face Handwritten Digit Recognition with a Multilayer Perceptron

Main Tech: python, backpropagation, MLP, confusion matrix

Git: https://github.com/neoaksa/Machine-Learning-MLP Bank-Marketing-by-Decision-Tree

Main Tech: R, oversampling, ID3.0, random forest, ID5.0

Git: https://github.com/neoaksa/Bank-Marketing-by-Decision-Tree Movie-Review-by-Native-Bayers

Main Tech: python, nltk, bagging of words, parallel processing, native bayers

Git: https://github.com/neoaksa/Movie-Review-by-Native-Bayers Snow Day Prediction

Main Tech: Tensorflow, tensorflow mobile, keras, RNN, Java, Android

Git: https://github.com/neoaksa/tensorflowDemo/tree/master/Weather%20Prediction HPC Project

Main Tech: Cuda, OpenMP, C++, python, MPI

Git: https://github.com/neoaksa/HPC

Services:

Teach Through Tech(T3) - Website Technician

GVSU - IT Technician

Family Futures - Business Intelligence Intern

Eisai Inc . (Aug 2013 - Sep 2016)

Title: Senior Business Intelligence Supervisor (IT) Project :

Enterprise Intelligence system(Phase I and Phase II) Target Allocation Module for Sales & Marketing

Awards:

Excellent Project Award - 2015

Special Awards of CEO - 2014

Main Tech:

Qlikview / Tableau, Data warehouse, OLAP, SSIS (ETL), C#+PPT (Static reports for senior management), Excel+VBA (marketing analytic)

Boehringer-ingelheim Inc . (2010- Aug 2013)

Title: CoE Business Intelligence Consultant(IT)

Project :

Sales/Marketing/CRM/Fin Dashboards

Animal health e-detailing project(iPad)

Qlikview publish server and Dashboard platform

Regional Data warehouse

Main Tech:

SSRS (ad-hoc report for operation level), SQL server (database), Qlikview (dynamic report for high & middle level), SSIS(ETL), C# (customized application), Data warehouse IMS Health Inc . (2007- 2010)

Title: Senior CRM Technical Support

Project(categorized by customers) :

BMS Region (MI 5.0/FAZ)

Crucell (MI 5.0/FAZ)

Eisai (MIA/FAZ)

Bayer OTC (j-forceNET/FAZ)

Main Tech:

SSIS (ETL), SQL server (database), C# (customized application), CRM Grainger Industrial Supply Inc. (2006-2007)

Title: Software Engineer

Main Tech:

SSRS (dynamic report for operation level), SQL server (database), C# (customized application)

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