Summary
- More than 3 years of work experience in multiple interdisciplinary projects related to — social media based communication, human mobility, and transportation planning and forecasting — using big data analytics, data visualization, machine learning, and simulation.
- Passed FE-CIVIL exam.
- Deep understanding of statistical model, algorithms and multivariate analysis.
- Self-motivated; team player; capable of written and verbal communication; able to think critically; and passionate about problem solving.
Education
- PhD in Civil Engineering (Transportation Systems Engineering), April 2020
University of Central Florida, Orlando, Florida
GPA 3.77 (out of 4.0) - Graduate Certificate, SAS Data Mining (Statistics), April 2020
University of Central Florida, Orlando, Florida
GPA 3.8 (out of 4.0) - Master’s in Civil engineering (Transportation Systems Engineering), January
2019
University of Central Florida, Orlando, Florida
GPA 4.0 (out of 4.0) - B.Sc. in Civil Engineering (Transportation), July 2014
Bangladesh University of Engineering and Technology, Dhaka, Bangladesh
GPA 3.63 (out of 4.0)
My Skills
- Programming Languages: Python, R, SAS, SQL, Java, C++, MATLAB
- Analytic/Modeling Tools: Pandas, NumPy, Sklearn, ArcPy, ArcGIS, SPSS, Hadoop, Keras
- Visualization Tools: Matplotlib, Gephi, ArcGIS, Geopandas
- Simulation Tools: Vissim, Repast symphony
- Web Skills: Django, Flask
- Designing Tools: AutoCAD, ETABS
Work Experiences
- Research Assistant, University of Central Florida, Orlando, Florida
2017 - Present - Teaching Assistant, University of Central Florida, Orlando,
Florida 2016 - 2017 - Lecturer, Stamford University Bangladesh, Dhaka, Bangladesh
2015 -2016 - Lecturer, University of Information Technology and Science, Dhaka,
Bangladesh
2014-2015
Honors and Awards
- Received University Award for Outstanding Master’s Thesis 2018-2019
- First Prize at Transportation Big Data Challenge (Mid-West Big Data Hub), 2017
- Honorable Mention at Data for Climate Action Challenge (UN Global Pulse), 2017
Publications
- Roy, K.C.,"Understanding Crisis Communication and Mobility Resilience during Disasters from Social Media" (2018). Electronic Theses and Dissertations. 6200. https://stars.library.ucf.edu/etd/6200
- Roy, K.C., Hasan, S., Sadri, A. M., & Cebrian, M. (2020). Understanding the efficiency of social media based crisis communication during hurricane Sandy. International Journal of Information Management, 102060.
- Roy, K.C., Cebrian, M. & Hasan, S. Quantifying human mobility resilience to extreme events using geo located social media data. EPJ Data Sci. 8, 18 (2019). https://doi.org/10.1140/epjds/s13688-019-0196-6.
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