Ruzbeh Shokranian

I’m a Senior Data Scientist with 15+ years across transportation analytics, machine learning, software engineering, and large-scale data systems. I build production predictive models, simulation and validation frameworks, and geospatial data products—then translate results into operational decisions. At Bentley Systems, I’ve led complex end-to-end initiatives from problem definition through deployment with measurable impact.

I designed and deployed an LLM-powered multi-agent workflow for transportation-network appeals, cutting processing time by 50% while improving consistency and routing only complex cases to humans. I also developed vehicle-model prediction and nationwide pedestrian volume and home-location estimation products, optimizing Spark/SQL ETL pipelines and creating rigorous evaluation metrics, quality checks, and human-in-the-loop review processes. Earlier, I built travel-demand models and actionable ArcGIS scenario analyses, and I continue to explore realistic simulation-driven travel behavior through my open-source Cities: Skylines II mod.