Mohammad Ghavidel Email & Phone Number

Montreal, Quebec, Canada

- Developed an end-to-end data pipeline to automate the extraction, transformation, and storage of inventory data from dynamic websites using Python (BeautifulSoup, Selenium), Azure Data Factory, and SQL databases. This resulted in timely, reliable data for strategic decision-making.- Designed a comprehensive framework to calculate product ROI by integrating sales and promotional data from various sources using Python and SQL Server. Implemented clustering techniques to identify effective promotional strategies, boosting sales by over 300% during promotional periods.- Leveraged advanced analytics to extract actionable insights on inventory trends and promotional effectiveness, enabling stakeholders to make informed, data-driven decisions. Tools used include Python (Pandas, Scikit-learn) and Azure SQL Database.

Montreal, Quebec, Canada

- Utilize time series data to detect and analyze traffic events in Azure and Snowflake, contributing to the improvement of traffic management systems.- Apply convolutional neural networks (CNNs) to effectively detect crashes and provide accurate crash detection solutions.- Collaborate with a team of experts in data science and engineering to develop innovative algorithms and models for sensor data analysis.- Implement machine learning techniques and statistical models to extract valuable insights from sensor data and enhance overall system performance.

Tehran, Tehran Province, Iran

• Analyzed geospatial data with MATLAB and R, performing data cleaning, outlier identification, and interpolation.• Constructed traffic congestion forecasting models utilizing ARIMA and Random Effect Time Series techniques, resulting in a notable 35% reduction in the loss function.• Collaborated with the urban planning team to integrate AI-driven traffic pattern predictions into the city’s master plan, proposing two new efficient transit routes and a 20% decrease in peak-hour congestion.

Econometrics Statistics and Geometry Transportation Design

Master Of Science - Ms, Transportation Engineering, 3.5/4.0

Activities and Societies: Traffic safety: Analysis of User-Based Insurance Telematics Data via Smartphone Sensors in Driver Behavior.

Exchange Program, Computer Science, 4.0/ 4.0

MGCIVE560 Transportation Safety and Design: Prof. Luis Miranda-Moreno MGURBP620 Transportation Economics: Prof. Ahmed El-Geneidy.

Master’S Degree, Transportation And Highway Engineering, A

Thesis: Estimating the time-dependent distribution and reliability of travel time of urban routes Supervisor: Dr. Navid Khademi

Bachelor’S Degree, Civil Engineering, A (Last 2 Years)