Adel Rezaei-Tarahomi Contact No: +1-515-***-****

Email: ac72fo@r.postjobfree.com LinkedIn: www.linkedin.com/in/adel-rezaei-tarahomi Education

Ph.D. Candidate of Civil Engineering, Intelligent Infrastructre Engineering (IIE) Spring 2019 (Expected) Iowa State University, Ames, Iowa

M.S. Civil Engineering, Highway and Transportation Engineering January 2014 Babol Noshirvani University of Technology, Babol, Iran B.S. Civil Engineering January 2011

Babol Noshirvani University of Technology, Babol, Iran Experiences

Research Assistant, Iowa State University, Ames, Iowa 2015{Present Developed a new neural network tool (ANNFAA) for air eld rigid pavement analysis Implemented ANN multiple-slab response models for top-down cracking mode in rigid airport pavements Developed ANN models back-calculating equivalent thickness and elastic modulus of multilayer pavements’ structure Lead Highway, and Tra c Engineer, Omran Tarhe Alborz (OTA) Consultant, Iran 2013{2015 Designed and implemented transportation infrastructures improving safety and reducing tra c jams Lecturer, Khazar Institute of Higher Education, Iran 2014{2015 Taught highway geometric design and pavement engineering to more than 40 students at each class Teaching Assistant, Babol Noshirvani University of Technology, Iran 2011{2013 Guided and mentored more than 80 student on their class projects at each semester Projects

Machine Learning

Implemented rapid air eld pavement analysis tool for federal aviation administrative (FAA) using neural networks Developed neural network models accurately predicting the serviceability level of the existing pavements Applied feature engineering techniques on Titanic dataset to achieve an accurate classi er Implemented a convolutional neural network (CNN) as an image classi er in Keras Natural Language Processing

Implemented a text summarizer by scraping the data from Wikipedia Analyzed the sentiment of Twitter comments based on TF-IDF models Hands-on experience with text classi cation, text clustering, sequence tagging and language modeling Utilized RegEx to read, fetch, and analyze texts for 600,000 text les containing more than 400,000 lines Data Curing

Employed fractional hot deck imputation (FHDI) for precisely curing missing data in database Website Development

Developed a website using Javascript in Google Firebase to gather Iowa State’s pavements analysis data Helped county engineers able to easily share their data in the database from all around the state Skills and Technologies

Technologies:

Languages:

Data Science:

Web:

Machine Learning, Deep Leraning, Data Analysis, Data Curing, Natural Language Processing, Amazon Cloud (EC2), Apache Hadoop

Python, R, C#, MATLAB, Macro (VB), C++

Pandas, TensorFlow, Keras, Numpy, SQL, Regular Expression (RegEx) HTML, CSS, JavaScript, Bootstrap

References

Dr. Halil Ceylan (advisor)

Dr. Sunghwan Kim

Dr. Kasthurirangan Gopalakrishnan

ac72fo@r.postjobfree.com

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