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My
resume |
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Objective: |
To build a career in academic or
industrial fields.
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Education: |
PhD. candidate |
Iowa State University, Ames, IA
(Statistics) |
GPA 3.71/4.0 |
5/2013 |
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M.A. |
Ball State University, Muncie, IN
(Statistics) |
GPA 4.00/4.0 |
5/2007 |
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M.Sc. |
University of Dhaka, Bangladesh
(Statistics) |
First Class |
12/1998 |
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B.Sc. (hons.) |
University of Dhaka, Bangladesh
(Statistics) |
First Class |
7/1996
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Awards: |
- 2012 Vince Sposito award for outstanding potential in
statistical computing, Iowa State University
- 2011 Won student paper competition, ASA computing and
graphics section
- 2011 Best Poster Award, 4th Annual Midwest Statistics
Research Colloquium, Wisconsin, Madison
- 2010 Won first prize for graphical analysis of recovery
data in Design for America contest
- 2007 Achieved Dean's Citation for Academic Excellence,
Ball State University
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Experience: |
Iowa State University |
Ames, IA |
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Graduate Student & Research Assistant |
8/2007 to Present |
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- Develop visual statistical inference procedure based on
statistical graphics using R.
- Conduct survey on human perception about statistical
plots.
- Develop web application to obtain feedback data on
visual inference using HTML, MySQL and PHP
- Research for Hy-vee, analyzed mixture models for sales
data using R and SQL.
- Consultant, analysis of continuous/categorical/repeated
measured data using SAS and R.
- Teaching assistant for business statistics and
introductory statistics courses.
- Generate visualization of large Gene sequence data
(Soybean genome), Department of Agronomy
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Novartis Pharmaceuticals Corporation |
East Hanover, NJ |
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Internship, Modelling and
Simulation group |
5/2011 - 8/2011 |
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- Data mining on large data, General Electric - Electronic
Medical Record (GE-EMR), using R, SQL
- Develop and validate heart failure and cardiovascular
risk engines under Unix environment.
- Generate exploratory report, visualization of the data
and develop statistical models for the analysis and
assessment of data collected over multiple cardiovascular
studies.
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Hy-vee Inc. |
Des Moines, IA |
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Internship |
6/2010 to 8/2010 |
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- Perform exploratory data analysis on large sales data
using R, SQL
- Analyzed time series models for sales data to understand
the sales pattern over time.
- Implemented generalized linear models to predict sales
and forecast demand for hot-deal item.
- Produced Nutritional Value (NuVal) reports based on
categorical grocery data analysis
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Ball State University
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Muncie, IN |
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Graduate Student & Research Assistant
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8/2005 to 6/2007 |
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- Research for St. Paul Travelers to predict severity of
accidents.
- Analyzed generalized linear model (GLM) for St. Paul
Travelers using SAS macro/SQL.
- Developed methods to estimate parameters of TurkeyÕs gh
distribution using Mathematica.
- Teaching Assistant and LAB TA for various courses.
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Sonali Bank and The Premier Bank
Limited |
Dhaka, Bangladesh |
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Senior and Executive Officer (Head,
information technology (IT)) |
10/1998 to 8/2005 |
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- Managed IT division of 10 full-time employees to support
13 divisions and 21 branches.
- Provided IT solutions such as online banking, credit
cards, intranet & email.
- Allocated resources and tasking and organized training
for improvement of IT manpower.
- Experienced in C++, VB6, SQL, MS Access, MySQL, PHP,
HTML, Apache & Excel.
- Designed and developed corporate web site and
application software for HR.
- Performed statistical analysis with transactional data
and modeled credit risk.
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Teaching: |
- 2012 Fall, Iowa State University., stat 305 :
Engineering Statistics
- 2012 Spring, Iowa State Univ., stat 226 : Introduction
to Business Statistics
- 2011 Spring, Iowa State Univ., Lab TA, stat 326 :
Introduction to Business Stat
- 2011 Spring, Iowa State Univ., Lab TA, stat 401B :
Introd. to Business Stat
- 2009 Spring, Iowa State Univ., Lab TA, stat 101 :
Introduction to Statistics
- 2009 Fall, Iowa State Univ., Lab TA, stat 101 :
Introduction to Statistics
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Evaluation 4.0/5
3.7/5
4.2/5
3.9/5
3.9/5
4.1/5 |
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Publications: |
- Majumder, M., Hofmann, H., Cook, D. (2012), "Validation
of Visual Statistical Inference, Applied to Linear Models",
Journal of American Statistical Association,
submitted.
- Zhao, Y., Cook, D., Hofmann, H., Majumder, M., and Roy-Chowdhury,
N. (2013), "Mind reading using an Eyetracker to see how
people are looking at lineups", American Statistician,
submitted.
- Atwood, S., O'Rourke, J., Peiffer, G., Yin, T., Majumder,
M., Zhang, C., Cianzio, S., Hill, J., Cook, D., Whitham, S.,
Shoemaker, R., Graham, M. (2013), ÒReplication Protein A
Subunit 3 and the Iron Efficiency Response in SoybeanÓ,
Plant, Cell and Environment, submitted.
- Hofmann H., Follet L., Majumder M., Cook D. (2012),
"Graphical Tests for Power Comparison of Competing Designs",
IEEE Transactions on Visualization and Computer
Graphics,InfoVis 2012, accepted for publication
- Majumder, M., Ali M. M. (2008), "A Comparison of Methods
of Estimation of Parameters of TukeyÕs gh Family of
Distributions" , Pakistan J. Statistics, Vol. 24(2)
pp 135-144
- Jay, B. and Heinz, A., Majumder, M. (2007), "An
Algorithm for Graceful Labeling of Cycle", Congressus
Numerantium 186 (2007) pp. 57-63
- Jay, B. and Heinz, A., Majumder, M.(2007), "Properties
of graceful Labeling of Cycle", Congressus Numerantium
188 (2007) pp. 109-115
- Majumder, M., Haque, A., Kaykobad, M. (2000), "Graceful
Labelling of Complete Binary Trees", Proceedings of
International Conference on Computer and Information
Technology, ICCIT 2000.
- Roy-Chowdhury N., Majumder M., Cook D., Hofmann H. "WhereÕs
Waldo? - quality assessments for lineups", Journal of
Computational and Graphical Statistics, to be submitted,
early 2013.
- Majumder, M., Hofmann, H., Cook, D. (2013), "Impact of
Demographics and Skills of the Observer on Visual
Statistical Inference", Journal of Computational and
Graphical Statistics, to be submitted, Spring 2013.
- Majumder, M., Hofmann, H., Cook, D. (2013), "Designing
Turk Experiments for Visual Statistical Inference",
Journal of Computational and Graphical Statistics, to be
submitted, Spring 2013.
- Roy-Chowdhury N., Majumder M., Cook D., Hofmann H.
(2013), "Visual Inference for large p small n problems",
Journal of Computational and Graphical Statistics, to be
submitted, Fall 2013.
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Presentation: |
- 2012 "Power of Visual Statistical Inference in a
Non-Normal Scenario", JSM , CA
- 2012 "Turk Experiments for Visual Inference", Interface,
Rice University, TX
- 2011 "Visual Statistical Inference for Regression
Parameters", JSM, FL
- 2011 "Visual Inference for Regression Parameters",
Interface, SAS campus, NC
- 2010 Dhaka University Statistics Department Alumni
Association conference, Dhaka, Bangladesh
- 2007 38th Southeastern International Conference on
Combinatorics, Graph Theory, Boca Ratan, FL
- 2006 "On graceful labeling of cycles", 43rd Midwest
Graph Theory Conference(M IGHTY),IUPUI, IN
- 2006 "Data Mining", Mathematical Assoc. of America (INMAA)
conference, Taylor University, IN
- 2000 "Graceful Labelling of Complete Binary Trees",
International Conference on Computer and Information
Technology, Dhaka, Bangladesh
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Technical Skills:
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- Languages:
R, SAS macro, JavaScript, PHP, HTML,
MySQL and SQL under Unix or Windows
- Statistics:
Visual Inference, Exploratory data
analysis and modeling, Visualizing large data, data mining,
Statistical graphics
- Analysis data:
Reshaping raw data for statistical
analysis, exploring missing data, assessing data quality,
extracting data from various sources such as web pages or
data bases or texts.
- Open Source Contributions:
R package Nullabor
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