Amin B.Rad, Phd, Pe,Ptoe Email and Phone Number
Data Scientist with a strong foundation in machine learning, big data technologies, and data visualization. Proficient in Python, and R, and familiar with SQL, Hadoop, and Spark. Experienced in developing custom data models using predictive modeling to optimize outcomes. Skilled in data mining, cleaning, and aggregation techniques. Proven ability to work with stakeholders to leverage company data for business solutions. Holds a PhD degree and has 5+ years of relevant experience. Committed to producing innovative analytic solutions and leading iterative learning and development cycles.
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Data Scientist And Senior Transportation EngineerWsp UsaSeattle, Wa, Us -
Data Scientist / Senior Transportation EngineerWsp Usa Mar 2022 - PresentSeattle, Washington, United States● Performed data analysis to optimize transportation networks, demonstrating my ability to work with stakeholders to identify opportunities for leveraging company data to drive solutions.● Built predictive models to enhance traffic flow, showcasing my experience with predictive modeling to increase and optimize business outcomes.● Employed machine learning algorithms to evaluate transportation patterns, highlighting my proficiency with machine learning algorithms. -
Data Scientist/Transportation EngineerHntb Jul 2019 - Feb 2022Greater Seattle Area● Conducted extensive data analysis on traffic data to identify trends and patterns, demonstrating my ability to mine and analyze large datasets.● Leveraged my skills in predictive modeling to forecast traffic flow, highlighting my experience with developing custom data models and algorithms.● Created microsimulation models based on forecasted volume, showcasing my ability to use predictive modeling to optimize business outcomes. -
Graduate Research AssistantTexas A&M University Aug 2015 - Jul 2019● Leveraged data mining techniques on LiDAR data to create 2D road surface representations, demonstrating proficiency in big data technologies and data cleaning.● Developed algorithms for assessing pavement conditions, specifically rutting, showcasing my ability to design and lead iterative learning and development cycles.● Led the creation of rutting risk assessment models for Texas roads using machine learning, highlighting my experience with machine learning algorithms.● Utilized Bayesian analysis and Markov Chain Monte Carlo methods for analyzing pavement rutting failure and maintenance patterns, showing my ability to mine and analyze large datasets.● Built machine learning models to classify asphalt pavement rutting using network-level data and LiDAR measurements, demonstrating my ability to develop custom data models and algorithms. -
Graduate Research AssistantThe University Of Texas At Arlington Jan 2014 - May 2015Performed Traffic Impact Analysis for a Walmart development in Arlington, TX by Synchro and VISSIM modelingDesigned the bike lane routes for the city of Grand Prairie, Texas by using the GIS databasesPredicted the bike share demands by spatial analysis for the City of Grand Prairie.Performed the Life Cycle Cost Analysis (LCAA) for changing an old trail to multi-use trail in the City of Waxahachie, Texas.Design bus route and estimation of ridership in the City of Arlington, course: Public Transit Dr. ArdekaniStudy the Saturation Flow and startup lost time at Intersection, course: Traffic Flow Theory Dr. Ardekani -
Traffic EngineerGeneral Mechanic Company Jan 2010 - Aug 2013• Performed traffic signal timing adjustments, network optimizations, and signal warrant studies.• Conducted traffic studies, LOS calculations, intersection analysis and freeway simulation by Synchro and VISSIM.• Recommended traffic operational improvements such as channelization, signage, and marking.• Prepared and reviewed engineering documents - drawings, specifications, calculations, schedules, cost estimate, charts/graphs, and monitor work for compliance to applicable codes.• Coordinated and communicated the project schedule, plans, and budgets. Assisted in preparing the budget estimates and progress reports.
Amin B.Rad, Phd, Pe,Ptoe Education Details
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Transportation Engineering -
Transportation And Highway Engineering -
Civil Engineering
Frequently Asked Questions about Amin B.Rad, Phd, Pe,Ptoe
What company does Amin B.Rad, Phd, Pe,Ptoe work for?
Amin B.Rad, Phd, Pe,Ptoe works for Wsp Usa
What is Amin B.Rad, Phd, Pe,Ptoe's role at the current company?
Amin B.Rad, Phd, Pe,Ptoe's current role is Data Scientist and Senior Transportation Engineer.
What schools did Amin B.Rad, Phd, Pe,Ptoe attend?
Amin B.Rad, Phd, Pe,Ptoe attended Texas A&m University, The University Of Texas At Arlington, University Of Tehran.
Who are Amin B.Rad, Phd, Pe,Ptoe's colleagues?
Amin B.Rad, Phd, Pe,Ptoe's colleagues are Sharon Xiao, Tang Hung-Tim, Chan Joong Kim, Elaintrak Mimti, Raf Shar, Allison B., Shima Ilbeigi.
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