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Data Science

Omaha, Nebraska, United States
January 08, 2018

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Farhana Chowdhury Luna

***** ****** **. *****, ********-68118


Objective: To refine my knowledge and skills in the field of interest and give a direction to my goals of career as a research professional or a data scientist at commercial organization. Education: M.Sc. University of Nebraska at Omaha.

Mathematics with Data Science Concentration

GPA 3.7 out of 4 5/2017

M.Sc. Jahangirnagar University, Bangladesh

Computer Science and Engineering

(Completed all course work) 7/2007



Jahangirnagar University, Bangladesh

Computer Science and Engineering

First Class 7/2003

Awards: § 2017 Kerrigan Grant, Dept. of Mathematic, University of Nebraska at Omaha

§ 2016 Kerrigan Grant, Dept. of Mathematic, University of Nebraska at Omaha

§ 2016 Travel Award to present research at JSM 2016, Arts and Science, UNO

§ 2003 University Grant Commission (UGC) scholarship (Outstanding result on B.Sc. Honors)

§ 2001 Programming Contest Award by Department of Computer Science and Engineering Jobs:

• Quality Analytics Lead

Nebraska Methodist Health System

• Graduate Research Assistant:

University of Nebraska at Omaha, Department of Mathematics 05/2017 – 12/2017

08/2015 - 05/2017

• Instructor:

Computer Sc., CCN Diploma Engineering College, Bangladesh. 06/2005 - 07/2007

Work Experience:

Current Projects:

• Exploratory data analysis, data wrangling, data visualization, data mining, machine learning

(Neural Network, k-Nearest-Neighbors, Clustering, Decision Tree, MXNet, Random Forest, Logistic Regression) and other statistical model fitting like Time series model, Nonlinear predicative models (Polynomial Regression, Local Regression, Regression splines, Smoothing splines), Model testing and cross validation, Operational Research, Artificial Intelligence, Image Processing & Pattern Recognition, Design of Experiment.

• Have working experiences on R, Shiny, Knitr, Tableau, SQL, C/C++, Hadoop, Excel, Mathematica, Lindo, Matlab, Oracle, VB, Magic, Spice, Verilog, VHDL, Mathcad, Minitab, HTML, PHP, LISP, PROLOG, Windows & Linux at various levels of undergraduate and graduate programs.

Health care data Analysis, Modeling, Forecasting and Visualization using R and Tableau 2017 Link:

1.Working with MSSP (Medicare Shared Saving Program) datasets for readmission and claim estimation of Hospital cost, SN (skilled nurse facility) cost, HH (Home Health) cost, Hospice care cost.

2. Analyzing of HAC (Hospital Acquired Conditions) data sets. 3. Analysis of MSPB (Medicare Spending Per Beneficiary) data. 4. Worked with QRUR (Quality and Resource Use Report) data. 5. Analysis and Visualization of Hospital Inpatient Quality datasets for 30 days unplanned readmission of AMI, COPD, HF, Pneumonia, Stroke, CABG, THA/TKA trends, causes of readmission, Forecast, Mortality trends and Predication. 6. Worked with Healthcare penalties, Cost estimation and Patient geographic data Other Projects:

§ Analysis and Visualization of 2016 US Election data using R.

§ EGC signal Analysis of fetus data using classification and modeling technique in R.

§ Explore visualize census data using Tableau. Link:!/publish-confirm

§ Visualize Latino Political Participation in Nebraska with department of OLLAS using R, Shiny. Link:

§ Exploratory analysis of Culinary data set over American History.

§ Explore Super market energy consumption in different climate zone of USA using R.

§ Design & Development of Dynamic Web Page for Department Management Information System, Undergraduate Research Project, using MySQL, Java script, PHP, HTML.

§ Object Oriented Analysis and Design using UML, is covered during one-year working period of “Automated Examination System” in CSE department, JU.

§ Structured Analysis and Design for Public Library in Jahangirnagar. University using Oracle.












§ Presented research work in Joint Statistical Meeting, Chicago, IL on August 4th, 2016.

§ Presented Analysis of Latino population data using interactive graphics in Tableau user group meeting on April 7th, 2016.

Luna Farhana, Cheng Xioayue, Majumder Mahbubul (2016), Interactive Visualization of Latino Political Participation in Nebraska and USA, JSM Section on Statistical Graphics.

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