Behrokh Bazmara

• Conduct a Machine Learning Approach for Predicting Macrotexture of Hot Mix Asphalt Pavements
• Enhanced machine learning model performance by implementing advanced algorithms and feature engineering techniques.
• Identified opportunities for leveraging data science techniques to drive innovation across multiple domains.
• Investigate the integration of Shannon Entropy as a feature selection and model evaluation technique within Random Forest (RF) and Artificial Neural Network (ANN) models for predicting pavement macrotexture using mix volumetric and aggregate properties.

• This research proposed a new approach to consider combined effects of pavement macrotexture and low slip friction (mainly impacted by microtexture) to analyze pavement safety performance functions (SPFs).
• The implementation of estimated available friction at different speeds, was analyzed using speed correction to model expected number of crashes on Interstate freeway facility in the United States.

Inspired by the exchange of knowledge, I embarked on my academic path, taking on teaching roles at various educational institutions. Particularly at Azad University Institution, I spearheaded the establishment of a Bitumen and Asphalt Laboratory, sharing expertise in pavement and asphalt assessment. As an educator, I crafted dynamic and comprehensive lessons, cultivating an engaging environment that fostered learning and skill development. My dedication to exceptional teaching and commitment to empowering students defined my role as an instructor.

Driven by a passion for teaching and sharing knowledge, I ventured into academia and began instructing at various colleges. Among them, Bonyan Institution provided me with the opportunity to impart expertise in pavement engineering, asphalt technology, and transportation technology. As an educator, I facilitated engaging and comprehensive lessons, fostering an environment conducive to learning and skill development. Through hands-on instruction and interactive sessions, I aimed to inspire and equip students with the practical insights and theoretical understanding necessary for success in the field of transportation engineering. My commitment to excellence in teaching and dedication to empowering students as an instructor.

After completing my undergrad degree in survey engineering, I transitioned into a role at a municipal institution, where I dedicated a year to specializing in roadway design, pavement design, and traffic engineering. In this capacity, I was responsible for contributing to the development of road infrastructure projects, including designing roadways to optimize traffic flow, ensuring pavement integrity and durability, and implementing effective traffic management strategies. Through hands-on experience and collaboration with multidisciplinary teams, I gained valuable insights into the intricacies of transportation engineering and honed my skills in design, analysis, and project management within a municipal setting.