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My resume

 

 

Objective:

To build a career in academic or industrial fields.
 

Education:

PhD. candidate

Iowa State University, Ames, IA (Statistics)

GPA 3.71/4.0

5/2013

 

M.A.

Ball State University, Muncie, IN (Statistics)

GPA 4.00/4.0

5/2007

 

M.Sc.

University of Dhaka, Bangladesh (Statistics)

First Class

12/1998

 

B.Sc. (hons.)

University of Dhaka, Bangladesh (Statistics)

First Class

7/1996

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

Experience:

Iowa State University

Ames, IA

 

Graduate Student & Research Assistant

8/2007 to Present

 
  • 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

 

Novartis Pharmaceuticals Corporation

East Hanover, NJ

 

Internship, Modelling and Simulation group

5/2011 - 8/2011

 
  • 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.

 

Hy-vee Inc.

Des Moines, IA

 

Internship

6/2010 to 8/2010

 
  • 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

 

Ball State University

Muncie, IN

 

Graduate Student & Research Assistant

8/2005 to 6/2007

 
  • 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 Turkey’s gh distribution using Mathematica.
  • Teaching Assistant and LAB TA for various courses.

 

Sonali Bank and The Premier Bank Limited

Dhaka, Bangladesh

 

Senior and Executive Officer (Head, information technology (IT))

10/1998 to 8/2005

 
  • 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.

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

Evaluation 4.0/5
3.7/5
4.2/5
3.9/5
3.9/5
4.1/5

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), “Replication Protein A Subunit 3 and the Iron Efficiency Response in Soybean”, 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 Tukey’s 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. "Where’s 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.

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

Technical Skills:

  • 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

 

   
 
   
 

Copyright @ 2005 Md. Mahbubul Amin Majumder. All rights reserved.