Experience

Greenplay

• Canada
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Scientist

  • Nov 2022 - Present

  -Integrated the GTFS-RT data into the transport detection mode process, allowing for more accurate predictions of transportation mode. -Recorded and analyzed the GTFS-RT data for Sherbrooke, enabling more accurate predictions for the TMD model. -Predicted bus locations every 10 seconds using static GTFS data, improving the accuracy of the transportation model. -Improved the machine learning model by verifying hyperparameters and adding additional features, such as the user's typical transportation mode, time of week, season, and other categorical features related to time and space. Show less



Hydro Québec

• Canada
• Renewable Energy Power Generation
• 700 & Above Employee

• Data Scientist & GIS consultant

  • May 2022 - Present

  - Projecting the energy demand and supply units to 2050 for Quebec through Machine learning approaches - Creating a database of Energy Pathways to 2050 for Quebec - Providing data pipelines from the database of Energy Pathways to the energy simulators (production, transmission, distribution, and client (PTDC) - Provided a WebGIS service for managing the electric vehicle charging stations and electric distribution lines - Developed a web GIS service for visualizing PTDC - Geolocated gas emissions from industrial sites in Quebec Show less



Stack Labs

• France
• IT Services and IT Consulting
• 1 - 100 Employee

• Cloud Consultant & Data Scientist

  • Nov 2021 - Apr 2022

  - Achieved skills in cloud technologies and containers - Trained to be as Professional Engineer in Machine Learning on Google Cloud Platform (GCP) - Obtained Docker and Terraform developement skills - Designed and implemented a cloud infrastructure cost optimization service on GCP as part of the FinOps project. - Achieved skills in cloud technologies and containers - Trained to be as Professional Engineer in Machine Learning on Google Cloud Platform (GCP) - Obtained Docker and Terraform developement skills - Designed and implemented a cloud infrastructure cost optimization service on GCP as part of the FinOps project.



Greenplay

• Canada
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Analyst - Internship (Mitacs)

  • Feb 2021 - Sep 2021

  - Developed the Google Firebase functions (Node.js) for calculating the features from the sensor raw data collected by smartphones (accelerometer, magnetometer, GPS, and etc.) as the inputs for the machine learning approach - Trained a machine learning algorithm with TensorFlow platform for detecting the motorized transportation modes including car, bus, metro, and train. - Developed a new function for detecting the carpool mode (the mode of transportation that shows the number of passengers) Show less



Université Laval

• Canada
• Higher Education
• 700 & Above Employee

• Teaching Assistant

  • Sep 2019 - Dec 2019

  Digital Terrain Model (DTM) course Digital Terrain Model (DTM) course



McGill University

• Canada
• Higher Education
• 700 & Above Employee

• Geomatic Analyst

  • Jan 2019 - Apr 2019

  - Collected the personal (e.g., age, gender, capacity, and etc.) and environmental data (e.g., quality of sidewalk surface, slope, width, the presence of obstacles, and etc.) for navigation of people who use a wheelchair - Improved the environmental data source on MobiliSIG application for people using wheelchairs to navigate them during their way-finding based on the accessibility assessment - Assessed the accessibility of paths based on the personal and environmental data of Montreal and Quebec City Show less



SensorUp Inc.

• Canada
• Software Development
• 1 - 100 Employee

• Data Analyst

  • Jan 2018 - Apr 2018

  - Installed sensor nodes (temperature, humidity, and PM2) in Quebec City with Internet of Things (IoTs) view with corporation of Sensorup company and McGill University. - Analyzed the dynamic data collected by sensors (temperature, humidity, and PM2) - Optimized the temperature sensors deployment for modeling the urban heat island - Installed sensor nodes (temperature, humidity, and PM2) in Quebec City with Internet of Things (IoTs) view with corporation of Sensorup company and McGill University. - Analyzed the dynamic data collected by sensors (temperature, humidity, and PM2) - Optimized the temperature sensors deployment for modeling the urban heat island



Université Laval

• Canada
• Higher Education
• 700 & Above Employee

• Research Assistant

  • Jun 2016 - Sep 2016

  - Analyzed the smart and interactive environment systems - Created the micro smart environment with sensors and actuators and analysis the systems and algorithms applied in the micro smart environment - Analyzed the systems and algorithms applied in the micro-intelligent environment from the data collected by the sensors - Analyzed the smart and interactive environment systems - Created the micro smart environment with sensors and actuators and analysis the systems and algorithms applied in the micro smart environment - Analyzed the systems and algorithms applied in the micro-intelligent environment from the data collected by the sensors



Geo-Plus

• Canada
• Software Development
• 1 - 100 Employee

• Data Analyst

  • Jan 2016 - Apr 2016

  - Analyzed the data collected by the LIDAR (urban features including surfaces of buildings, trees, obstacles, and etc.) - Compared the point cloud analytical algorithms for developing the Visio-LIDAR software - Developed the Visio-LIDAR software for segmentation and modeling of the 3D point clouds - Analyzed the data collected by the LIDAR (urban features including surfaces of buildings, trees, obstacles, and etc.) - Compared the point cloud analytical algorithms for developing the Visio-LIDAR software - Developed the Visio-LIDAR software for segmentation and modeling of the 3D point clouds



Foolad Jahed Company

• Developer

  • Sep 2014 - Apr 2015

  - Developed the spatial data analysis tools - Developed the multiple applications on the WEB with GeoServer and Openlayer API - Developed the mobile navigation applications with Open Street Map (OSM) and Android - Developed the spatial data analysis tools - Developed the multiple applications on the WEB with GeoServer and Openlayer API - Developed the mobile navigation applications with Open Street Map (OSM) and Android



Isfahan Municipality

• Geomatic technician

  • Dec 2010 - Jan 2011

  - Cartography of spatial features (urban features) - Modifying the geometry and attribute data on digital maps - Cartography of spatial features (urban features) - Modifying the geometry and attribute data on digital maps