(he/him). Urban economics & innovation Studies innovation districts in Beer‑Sheva/Tel Aviv; analyzes land use, clustering, accessibility, and knowledge spillovers. Profile:

(she/her). Flexible & data‑lean planning for the Global South. Develops rapid appraisal tools and transfer‑learning approaches for transport planning under data scarcity; equity‑focused evaluation for the Global South. Profile:

(she/her) . Micromobility behavior Tel Aviv rider survey (e‑scooters/bikes); models alternative mode choice, risk perception, and PT substitution.

• (he/him). Agent based simulation (MATSim) Sioux Falls MATSim scenarios with docked/dockless e scooters; calibrates demand, rebalancing, and fleet rules; tests PT integration and curb management impacts.

(he/him). Micromobility regulations & qualitative methods. Maps regulatory frameworks; conducts stakeholder interviews and comparative policy analysis; develops governance guidelines for safety, equity, and street design.

Public transport ridership & occupancy prediction; machine learning and XAI Develops demand and crowding forecasts at stop–trip–time granularity using smart card, AVL, and GTFS data; builds gradient boosted and deep models with explainable AI to surface driver features; prototypes dashboard components for real time decision support.

(She/Her). Bedouin mobility to healthcare and public transport usage (qualitative fieldwork, interviews).

Bus reliability: skipping/unarrival Detects and models stop skipping/unarrival using passenger complaint data; evaluates operational heuristics to improve reliability.