January 2008 - February 2013
Bangladesh University of Engineering and Technology
Bachelor's in Urban and Regional Planning
GPA: 3.73
Honor’s Thesis: Analysis of Potential Factors Bringing Disparity in House Rent of Dhaka City
Major Courses:
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GIS and Remote Sensing, Transportation Planning, Structural Engineering, Survey and Cartography, Environmental Engineering, Environmental Planning and Management
EDUCATION
August 2016 - Present
Expected December 2019
University of Arkansas
Ph.D. in Civil Engineering
GPA: 3.75
PhD Dissertation: Truck Activity Pattern Classification Using Anonymous Mobile Sensor Data
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Applied a supervised machine learning technique, i.e., Random Forest model to classify truck industry that support commodity based freight forecasting.
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Applied an unsupervised machine learning technique, i.e., K-means cluster to identify activity pattern of trucks that support and validate activity based travel demand models.
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Developed algorithms to identify stops and paths of truck from anonymous mobile sensor data.
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Developed a spatiotemporal model to capture rerouting behaviors of trucks due to adverse weather conditions.
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Derived expansion factors to analyze long-term truck parking utilization.
Major Courses:
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Traffic Engineering, Traffic and Transportation Study, Introduction to Database, Introduction to Geodatabase, Data Analysis and Machine Learning, Data Mining, Programming Foundations, Transportation Strategies in the Supply Chain, Technical Authorship (for STEM Academia and Industry)
January 2015 - July 2016
University of Toledo
MA in Geography and Planning
GPA: 3.96
Master’s Thesis: Travel Behavior of a Mid-West College Community: A case Study of the University of Toledo
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Developed a Multinomial Logistic Regression model to determine people’s mode choice decision.
Major Courses:
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Transportation Planning and Workshop, Location Analysis, Econometrics Models
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TRAINING AND DEVELOPMENT
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SAS Programming, University of Arkansas (September 2018)
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TransModeler Training, Caliper Corporation (October 2016)
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TransCAD Training, Caliper Corporation (October 2016)
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STATISTICA Training, the Higher Education Quality Enhancement Project (HEQEP) (May 2012)
PROFESSIONAL AFFILIATION
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Student Member, Institute of Transportation Engineers (ITE)
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Vice-President, University of Arkansas ITE Student Chapter
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Student Member, American Society of Civil Engineers (ASCE)
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Student Member, Geography and Planning (GAP) Club of University of Toledo
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Member, Bangladesh Institute of Planners (BIP)
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Alumni Member, Urban and Regional Planning Students' Association of Bangladesh University of Engineering and Technology (USAB)
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