Mohammad Salehi
617-***-****, **********@*****.***, 1731 Beacon St. #307, Brookline, MA 02445
Objective:
Obtain a market research / business data analysis position
Summary:
Experienced with statistical data analysis, data mining methods
Proficient in marketing research, competitive data analysis and quantitative/qualitative research methods
Proficient in analyzing primary/secondary data and providing solutions accordingly
Experienced in performance measurement and continuous improvement of processes
Strong analytical, problem solving, interpersonal and communication skills
Skills:
Programming Languages and software Tools: R, Python, Tableau, Minitab, JMP
Data Mining/ Machine Learning: Logistic regression, classification, PCA, clustering, decision trees, random forest, association rules mining, SVM, neural network and model selection (evaluation)
Applications: My SQL, Microsoft SQL Server, MS Office/Project
Applied Statistics: Hypothesis testing, ANOVA, design of experiment (DOE), multiple linear regression, time series
System Analysis: Business process modeling, database design
Quality Assurance: Integrated management system, RCA, SPC, FMEA, COQ
Others: Marketing research principles, economic decision making, supply chain engineering/management
Education:
M.Sc. in Industrial Engineering, Northeastern University (2015) – GPA:3.80
M.Sc. in System Management and Productivity, Sharif University of Technology (2009)
B.Sc. in Industrial Engineering, Azad University (2004)
Professional Experience:
Analytics Fellow Intern
Quant University LLC, Boston Sep 2015 – Present
Creating models and modules on big data and analytics related topics (Data cleaning and preprocessing, Data mining and model evaluating and visualization) by using R, Python and Tableau
Creating and curating content for various training and demo modules for above topics
Teaching Assistant
Northeastern University, Boston Sep 2013 – Present
Assisting professor in Engineering Probability and Statistics course
Assisted professor in Engineering Problem Solving course
Designed and implemented the database for car rental and ride sharing services’ company using My SQL
Performed statistical study of heart disease factors by using Multiple Linear Regression in R and Minitab
Analyzed the data of interactive driving behavior by utilizing hypothesis testing and Linear Regression in R and Excel
Applied statistical analysis to the simulation orders’ flow of 3D printing studio at Northeastern University using DOE in Minitab
Market Research Analyst
LG Electronics (Goldiran Corp.), Tehran Sep 2011 – Aug 2013
Analyzed marketing ROI metrics for sales promotions by performing Benefit/Cost method to maximize profit
Measured and interpreted the effectiveness of direct marketing campaigns using test of hypothesis and statistical multivariate (A/B) testing in Minitab and Excel
Applied association rules method to choose efficient product bundling combinations for seasonal promotions
Utilized statistical predictive modeling tool (Time Series) for sales forecasting of home appliance product groups in JMP
Analyzed descriptive statistics of weekly sales trends using Excel
Evaluated and estimated market and competitors’ situations in terms of market size and market share trends
Identified potentials and opportunities of different product categories by analyzing product/price positioning reports
Analyzed the outcomes of shop census projects to compare LG and other competitors’ sales channels in collaboration with business unit team
Contributed to formulation and analysis of weighted market potential projects’ outcomes to recognize and modify opportunities of marketing investments for different regions
Assisted in consumer behavior research project in terms of results’ analysis by applying statistical testing in SPSS
Studied the findings of qualitative research projects, such as focus group and in depth interviews as a team member
Participated in mystery shopping and media monitoring projects to assess the effectiveness of ATL/BTL campaigns
Performed ad hoc research and analysis requested by other units
Business Planning Analyst
Solico Group, Tehran Apr 2011-Sep 2011
Defined and modeled sales and distribution processes using BPM technique
Improved task and information flow of sales and distribution processes
Developed and monitored supply plans to fulfill demand
Designed and analyzed the incentive system for sales persons in Excel
Controlled actual sales with target plan and applied corrective actions
Quality Assurance Analyst
Boland Tabagheh (Road and Construction), Tehran July 2008 – June 2010
Documented and implemented organizational processes based on Integrated Management System (IMS) standard
Conducted IMS internal audits and evaluated different areas and processes of the company
Measured the effectiveness of the Integrated Management System by analyzing associated metrics
Recommended metrics and indices to improve performance and efficiency of IMS
Assisted in drawing up strategies to implement the formulated corrective and preventive action plans
Publications:
“Hybrid Risk Assessment and Decision-Making Procedures for Discrete Failure Time Analysis”
(2015), To be submitted
“Analytical Clustering Procedures in Massive Failure Data” (2015), In Review
“Mathematical Analysis of Fuel Cell Strategic Technologies Development Solutions in the Automotive Industry by the TOPSIS Multi-Criteria Decision Making Method” (2010)