binqian zeng

software engineer internship

About

M.S. Data Science Candidate at NYU

Country

united states

City

new york

Industry

research

Skill

python, r, sql, microsoft excel, crystal ball, hadoop, spark, fortran, matlab, latex, statistics, data analysis, machine learning, amazon web services, mongodb, github, pytorch, scikit learn, web scraping, mapreduce, nltk, gensim, pandas

Experience

data scientist and data specialist at ibm global chief data office

ibm

2017-5 - Present · 9 yrs 5 mos

research assistant

guangdong no.2 hydropower engineering company,ltd

2015-7 - 2015-9 · 3 mos

1. Partook in “Research on Mix Proportion Test of Roller Compacted Concrete for Dam”, researched into the concrete permeability resistance, compressive properties and air content 2. Analyzed experimental data, carried out data processing, including handling missing and error data and scaling

data analyst on customer behavior

china guangfa bank

2015-12 - 2016-2 · 3 mos

* Conducted data cleaning and handled missing customers’ information with R using Regression techniques and Distribution Property * Extracted basic information using SQL and predicted customers’ propensity of buying using Linear Regression and Logistic Regression. * Visualized statistic finding using R modules including Plotly and ggplot.

operation assistant

uber

2015-9 - 2015-12 · 4 mos

Optimized fleet management with linear programming method in Matlab. - Optimized operation process by changing drivers’ recommendation award policy

research fellow

sun yat-sen university

2014-6 - 2015-5 · 1 yr

* Research on Structural Damage’s Identification Based on Bee Colony Algorithm * Wrote a program for artificial bee colony algorithm using Matlab, optimized it to achieve more efficient and precise locations * Used finite element modeling to study structural damage, analyzed the model’s natural frequency, modal and frequency-response function * Established objective function according to natural frequency-response function * Optimized the objective function through refined bee colony algorithm, located and quantitatively identified structural damage