FARHANA CHOWDHURY LUNA

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

Contact Number: 402-***-****. Email: ac782o@r.postjobfree.com

PROFESSIONAL SUMMARY

• Data Scientist with 5+ years of hands-on experience on Data Analytics, Data visualization, Data Mining, Machine learning, Statistical modeling, Predictive modeling, Forecasting, Design of experiment and Operational research.

• Computer Engineering with 10+ years of experience and comprehensive industry knowledge of software development, web development, artificial intelligence & machine learning, image processing, E-commerce, data base management and data communication on computer networking.

EXPERTISE

− Exploratory Data Analysis

− Decision Analytics

− Predictive Modeling

− Data Visualization & Interactive Dashboards

− Big Data Queries and Interpretation

− Data Mining & Machine Learning

− Business Intelligence (BI)

− Database management

− Research, Reproducible Reports

TECHNICAL SKILLS

R, Shiny, Knitr, R Markdown, Tableau, SQL, C/C++, Hadoop, MATLAB, Business Objects, Weka (Data mining and Machine learning modeling tool), Python, Microsoft Office (Excel, Access, Word, Power point, Outlook),Visio, Mathematica, Lindo, Oracle, VB, Magic, Spice, Verilog, VHDL, Mathcad, Minitab, HTML, PHP, JAVA Script, Apache, LISP, PROLOG.

EDUCATION

M.Sc. University of Nebraska at Omaha, Mathematics with Data Science Concentration - 05/2017 M.Sc. Jahangirnagar University, Bangladesh. Computer Science and Engineering all courses - 07/2007 B.Sc. (honors.) Jahangirnagar University, Bangladesh. Computer Science and Engineering - 07/ 2003

PROFESSIONAL EXPERIENCE

Freelance data scientist 01/2018 – Present

Duty:

Customer satisfaction survey data analysis and Modeling

Data analysis of Stuff distribution using statistical and machine learning model

Risk management data analysis and prediction modeling.

Collaboration with data science research work.

Kaggle big data analysis and modeling.

Data Visualization.

Quality Analytics Lead (Data Scientist) 05/2017 – 12/2017

Nebraska Methodist Health System

Role:

Health care data Analysis, Data Wrangling, Modeling, Forecasting and Data Visualization using R and Tableau.

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

Analysis of MSPB (Medicare Spending Per Beneficiary) data for cost reduction.

Analysis and Interactive visualization of Hospital Inpatient Quality datasets for 30 days unplanned readmission of AMI, COPD, HF, Pneumonia, Stroke, CABG, THA/TKA trends, causes of readmission, Mortality trends, Predication and forecast using machine learning and statistical models and applied ICD -9 and ICD-10 codes using R package.

Worked for reduce Healthcare Penalties, Cost estimation and Patient geographic data using R.

Having Experience to access data from different sources, Leadership, Team working and Project Management.

Graduate Research Assistant (Data Science) 08/2015 – 05/2017

University of Nebraska at Omaha, Department of Mathematics

Duty:

Analysis and Visualization of 2016 US Election data using R.

Figure out EGC signal classification of fetus data using modeling technique in R.

Created Interactive Dashboard to visualize Latino Political Participation in Nebraska for department of OLLAS using R, Shiny.

Exploratory analysis of Culinary data over American History.

Explore Super market energy consumption data in different climate zone across USA using R.

Having working experience of Kaggle big data mining and data modeling using machine learning technic like Neural Network, k-Nearest-Neighbors, Clustering, Decision Tree, MXNet, Random Forest, Naïve Bayes, SVM, Logistic Regression and used other statistical models: Time series model, Nonlinear predicative models (Polynomial Regression, Local Regression, Regression splines, Smoothing splines), Model testing and cross validation.

Having experience in Operational Research, Artificial Intelligence, Image Processing & Pattern Recognition and Design of Experiment.

Data Analyst & S/W Developer 06/2008- 05/2013

Ventures Corporation, Bangladesh

Duty:

Banking Software development

Transaction data analysis, prediction modeling and forecasting

Financial data analysis

Customer satisfaction data analysis and quality improvement

Computer Instructor 06/2005 - 07/2007

CCN Science and Technology Diploma Engineering College, Bangladesh

Teaching Computer Science .

Research Student 05/2002 - 06/2003

Jahangirnagar University, Computer Science and Engineering, Bangladesh

Design & Development of Dynamic Web Page for Department Management Information System, created relational database using MySQL and dynamic website using JAVA script, PHP, HTML.

Object Oriented Analysis and Design using UML, is covered during one-year working period of

“Automated Examination System” in JU.

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

DASHBOARD LINKS

1. https://goo.gl/e2hjbf

2. https://latino.shinyapps.io/Dashboard/

3. https://public.tableau.com/profile/publish/Book1_18446/Story1#!/publish-confirm

AWARDS AND ACKNOWLEDGEMENTS

2017 Kerrigan Grant, Dept. of Mathematic, University of Nebraska.

2016 Kerrigan Grant, Dept. of Mathematic, University of Nebraska

2016 Travel Award to present research at JSM 2016, Arts and Science, University of Nebraska.

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

2001 Programming Contest Award by Department of Computer Science and Engineering.

PRESENTATIONS

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

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

PUBLICATION

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

REFERENCE

1. Xiaoyue Cheng, PhD, Assistant Professor at University of Nebraska, Omaha, Department of Mathematics. Ph.: 402-***-****, Email: ac782o@r.postjobfree.com 2. John Konvalina, PhD, Professor at University of Nebraska, Omaha, Department of Mathematics. Ph.: 402-***-****, Email: ac782o@r.postjobfree.com

3. Laura L McQueen, MHA, BSN, RN, CPHQ, Clinical Quality/Analytics Nebraska Methodist Health System,

Ph.: 402-***-****, Email: ac782o@r.postjobfree.com

Contact this candidate