Kamol Roy, Ph.D.
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Kamol Roy, Ph.D. Email & Phone Number

AI Solutions Architect – Principal Consultant at CPCS
Location: Greater Orlando, United States 6 work roles 3 schools
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Current company
CPCS
Role
AI Solutions Architect – Principal Consultant
Location
Greater Orlando, United States
Company size
302 employees

Who is Kamol Roy, Ph.D.? Overview

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Kamol Roy, Ph.D. is listed as AI Solutions Architect – Principal Consultant at CPCS, a with 302 employees, based in Greater Orlando, United States. AeroLeads shows a matched LinkedIn profile for Kamol Roy, Ph.D..

Kamol Roy, Ph.D. previously worked as Spatial Data Scientist (Senior Consultant) at Cpcs - Solutions For Growing Economies and Graduate Research Assistant at University Of Central Florida. Kamol Roy, Ph.D. holds Doctor Of Philosophy - Phd, Civil Engineering, 3.77 (Out Of 4.0) from University Of Central Florida.

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CPCS

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About Kamol Roy, Ph.D.

-- More than 8 years of experience in infrastructure analytics that includes ‐- transportation planning & operation; travel demand modeling; transportation data collection, synthesis and analysis; human mobility; social media analytics, and disaster management — using big data analytics, data visualization, machine learning, and simulation.-- Self-motivated; team player; capable of written and verbal communication; able to think critically; and passionate about problem-solving.My Skills:1. Traffic and Planning Software: TransCad, VISSIM, VISUM, ArcGIS, and open-source tools such as Repast Simphony, Aequilibrae 2. Roadway Design Software: AutoCAD, ETABS3. Machine Learning and Statistical Analysis Linear Regression (Ridge, Lasso) | Generalized Linear Models (Logistic Regression, Multinomial Regression, Ordinal Regression, Poisson Regression, Negative Binomial Regression) | Generalized Additive Models | Decision Trees | Bagging | Random Forest | Boosting | Support Vector Machine | Artificial Neural Networks | Convolution Neural Network (CNN) | Recurrent Neural Network (RNN) | Long Short-Term Memory (LSTM) | Clustering (k-Means, Gaussian Mixture Models, Hierarchical) | K-Nearest Neighbors | Naive Bayes | Dimensionality Reduction (Principal Component Analysis, Exploratory Factor Analysis, Non-Negative Matrix Factorization, Multi-Dimensional Scaling) | Association Rule Mining | Text Mining | Hypothesis Testing | Design of Experiment | A/B Testing | Optimization (Linear Programming, Integer Programming)4. Programming Languages: Python, R, SAS, Java, C++, MATLAB5. Database management tools: SQL, SQLite36. Big data technologies: Hadoop, Google Cloud Computing.7. Analytics/Modeling Tools: Pandas, NumPy, Sklearn, ArcPy, ArcGIS, SPSS, Keras, PyTorch8. Visualization Tools: Matplotlib, Seaborn, Gephi, ArcGIS, Geopandas, Plotly, Bokeh, Tableau, Folium, R Shiny10. Web Skills: Django, Flask

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Kamol Roy, Ph.D.'s current company

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CPCS
Cpcs
AI Solutions Architect – Principal Consultant
Orlando, FL, US
Website
cpcs.ca
Employees
302
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6 roles

Kamol Roy, Ph.D. work experience

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Ai Solutions Architect – Principal Consultant

Cpcs

Orlando, Fl, Us

Graduate Research Assistant

University Of Central Florida

Orlando, Florida Area

Responsibilities: • Conducted research to leverage multi-disciplinary data and approaches for improving disaster preparedness, resilience, situational awareness, hurricane evacuation, transportation planning, operations, and forecasting. • Collected large volume of social media data, sensor data; and apply filtering, merging, and statistical processing to get meaningful insights from these millions of data; and finally developing statistical or machine learning models for making a better predictions in the future.• Worked in a collaborative environment with other teammates, shared ideas, and prepared presentations.• Presented research/project outcomes in conferences.• Prepared deliverable reports of the projects and preparing journal/conference papers for publication.• Helped in writing project proposals.Project: Organizing Decentralized Resilience in Critical Interdependent-infrastructure Systems and Processes (ORDER-CRISP), Sponsor: National Science Foundation (NSF)• Automated the disruption (infrastructure) identification and mapping process using multi-label text classification approach. (Document Classification, Deep Learning, Geocoding, Python). • Built a simulation model to estimate the impact of infrastructure disruption during disasters. (Java, Repast Simphony, Python, ArcGIS).Project: Disaster Analytics, Sponsor: Southeast Transportation Center (UTC)• Developed efficiency metric and attributes for social media crisis communications. (Twitter API, Linear Model, Python, NLTK, SAS, R).• Built a data driven model for evacuation dynamics using social media data. (Word2Vec, Hidden Markov Model, Semi Supervised Model, Python, ArcGIS).• Developed an event detection algorithm, and a metric to compute human mobility resilience using social media data. (Python).• Built a traffic demand prediction model during evacuation using social media and traffic sensor data (LSTM Model, ML Algorithms, and Python).

Aug 2016 - Jan 2021

Graduate Teaching Assistant

University Of Central Florida

Orlando, Florida Area

• Highway Engineering, Planning, Design and Operation of Highway Transportation Facilities.

Aug 2016 - Aug 2017

Lecturer

Stamford University Bangladesh

Dhaka, Bangladesh

• Prepared lecture materials for Undergraduate level classes.• Provided lectures and evaluated grades for theory and laboratory courses regarding Transportation, Environmental, and Structural Engineering

Aug 2015 - Aug 2016

Lecturer

University Of Information Technology And Sciences

Dhaka, Bangladesh

• Prepared lecture materials for Undergraduate level classes.• Provided lectures and evaluated grades for theory and laboratory courses regarding Transportation, Environmental, and Structural Engineering

Aug 2014 - Aug 2015
Team & coworkers

Colleagues at CPCS

Other employees you can reach at cpcs.ca. View company contacts for 302 employees →

JM Jaiden Medford Jaiden Medford Colleague at CpcsMontreal, Quebec, Canada View → IM Iain Macdonald Iain Macdonald Colleague at CpcsCanada View → JC Jean-François Côté Jean-François Côté Colleague at CpcsOttawa, Ontario, Canada View → WC Wendy Chinelobi Wendy Chinelobi Colleague at CpcsAbuja, Federal Capital Territory, Nigeria View → PM Peter Mugenzi Peter Mugenzi Colleague at CpcsUganda View → AK Alec Knowles Alec Knowles Colleague at CpcsToronto, Ontario, Canada View → SS Sandra Serumaga-Zake Sandra Serumaga-Zake Colleague at CpcsWashington, District Of Columbia, United States View → MG Merranda Guedes Merranda Guedes Colleague at CpcsOttawa, Ontario, Canada View → LD Lucie Davidson Lucie Davidson Colleague at CpcsCanada View → JY Jia Yuan Jia Yuan Colleague at CpcsUnited States View →
3 education records

Kamol Roy, Ph.D. education

FAQ

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What company does Kamol Roy, Ph.D. work for?

Kamol Roy, Ph.D. works for CPCS.

What is Kamol Roy, Ph.D.'s role at CPCS?

Kamol Roy, Ph.D. is listed as AI Solutions Architect – Principal Consultant at CPCS.

Where is Kamol Roy, Ph.D. based?

Kamol Roy, Ph.D. is based in Greater Orlando, United States while working with CPCS.

What companies has Kamol Roy, Ph.D. worked for?

Kamol Roy, Ph.D. has worked for Cpcs, Cpcs - Solutions For Growing Economies, University Of Central Florida, Stamford University Bangladesh, and University Of Information Technology And Sciences.

Who are Kamol Roy, Ph.D.'s colleagues at CPCS?

Kamol Roy, Ph.D.'s colleagues at CPCS include Jaiden Medford, Iain Macdonald, Jean-François Côté, Wendy Chinelobi, and Peter Mugenzi.

How can I contact Kamol Roy, Ph.D.?

You can use AeroLeads to view verified contact signals for Kamol Roy, Ph.D. at CPCS, including work email, phone, and LinkedIn data when available.

What schools did Kamol Roy, Ph.D. attend?

Kamol Roy, Ph.D. holds Doctor Of Philosophy - Phd, Civil Engineering, 3.77 (Out Of 4.0) from University Of Central Florida.

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