Reza Safarzadeh

Spatial Data Scientist @ Aviva Canada | learn ⇄ imagine ⇆ build

Reza.jpg

Hi, my name is Reza. I’m a Spatial Data Scientist at Aviva Canada and a part-time researcher at the University of Calgary. I hold a Ph.D. in Geospatial Information Systems from the University of Calgary, with a background in AI-driven spatial analytics and transportation optimization.

At Aviva, I develop probabilistic wildfire ignition and spread models, property-vulnerability scoring frameworks, and dynamic-programming-based fire simulations — all feeding into catastrophe-risk pricing across wildfire, flood, and severe storm perils. On the research side, I continue working on intelligent transportation systems, route optimization, and sustainable mobility solutions. Before all this, I spent a few years in industry in Tehran, building demand forecasting models, fleet optimization systems, and location intelligence platforms.

My toolkit revolves around Machine Learning, Deep Learning, Reinforcement Learning, and Generative AI applied to geospatial problems. I’m also into digital twins for smart cities and energy-aware navigation for electric and autonomous vehicles.

Outside of work, I enjoy chess, ping pong, and a good movie — sci-fi, documentaries, you name it.

news

Oct 01, 2025 I defended my PhD!
Sep 01, 2025 Our "ChargeNav" won the Best Demo Award at SSTD 2025
May 01, 2025 Just awarded the Schulich School of Engineering Best Co-Instructor Award for 2025. So happy for this recognition, cheers!
Jan 01, 2025 Awarded the Alberta Innovates Graduate Student Scholarship
Oct 01, 2024 Received the Global Open Doctoral Scholarship Award through Open Doctoral Scholarship Competition.
Sep 01, 2024 Joining the Lab2Market Alberta Validate Fall 2024 Cohort.
Jul 01, 2024 New Publication: Our recent paper, “Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling,” has now been published in the International Journal of Geographical Information Science (IJGIS).
Jun 01, 2024 Happy to be awarded Schulich School of Engineering Research Impact Excellence Award 2024, cheers!
Oct 01, 2023 Accepted into the University of Calgary's Evolve to Innovate (e2i) Program
Sep 01, 2023 Awarded Best Demo Paper at SSTD 2023 for Interactive Goods Movement System

selected publications

  1. map_matching.jpg
    Map matching on low sampling rate trajectories through deep inverse reinforcement learning and multi-intention modeling
    Reza Safarzadeh, and Xin Wang
    International Journal of Geographical Information Science, 2024