CV
EDUCATION
- Doctor of Philosophy (PhD) in Forest Economics, Ehime University, Matsuyama, Japan (2008-2011)
- Master of Science (MSc) in Forest & Agricultural Economics, Kochi University, Monobe, Japan (2006-2008)
- Bachelor of Science (BSc) in Forestry, Shahjalal University of Science and Technology, Bangladesh (2005)
SUMMARY OF EXPERIENCES
Research Economist, Arlington VA, USA
May 2014 - date
- Designed research projects for specific programs and policy development
- Led project oriented data collection, data management and analysis
- Wrote technical briefs for technical and non-technical audiences, and led project proposals development
- Made public presentation, communication for technical and non-technical audiences
Research Fellow, Laval University, Quebec, Canada
October 2011 - April 2014
- Developed research projects focusing on solving specific research problems
- Developed and implemented economic and statistical models
- Led data collection, data management and analysis
- Wrote technical pieces and led the development of project proposals, publication in journals
- Presentation of projects in different conferences, seminars and symposium
DATA SCIENCE PROFICIENCY
- Deep understanding of advanced statistical techniques and concepts (descriptive statistics, regression, time series, forecasting).
- Actionable insights: descriptive, prescriptive and predictive analysis
- Time-series data analysis and modeling: ARIMA, ARMA, panel data models
- Machine Learning algorithms: Decision Tree, Random Forest, CART, kNN, Neural Network, Support Vector Machine, clustering, Bayesian regression
- Dynamic modeling and optimization, system dynamics modeling for predictive scenario development
- Provide training on data analytics, machine learning algorithms, statistical modeling
- Proficient user of MS Office products (word processors, spreadsheets, PowerPoint presentations)
TECHNOLOGY
- Statistical analysis: Python, R
- Data Wrangling: Pandas, dplyr
- Modeling: Time-series and predictive data analysis, machine learning algorithms (classification and regression), dynamic modeling in Simile, Stella
- Data Visualization & Dashboards: matplotlib & seaborn (Python), ggplot2 (R), MS Excel, Power BI
- Geo-spatial analysis: ArcGIS, rspatial
ACADEMIC WORK
- Publications: I have 25+ peer-reviewed publications in international journals. (Full list of publications available upon request) (Google Scholar Profile)
- Conferences: I have attended and presented at international conferences in 10+ different countries
- Journal Reviewer: I have served as a reviewer and editorial committee member of 25+ international journals (Publon Profile)
- Countries worked: United States, Canada, Japan, Peru, Brazil, Ecuador, Philippines, Bangladesh, Cambodia, Liberia, Kenya