🚀 Selected Interactive Tools Portfolio
🛴 Micromobility and Multimodal Routing and Planning
- 2024 | Descriptive Analytics Tool for Peer-to-Peer Ridesharing – Researcher & Product Developer
Industry Champion: RideAlike
📍 Supply and demand analysis powered by large language models (LLMs)
- 2024 | E-Scooter Planner – Lead R&D
Industry Champion: SCOOTY-Brampton
📍 Pick-up/drop-off prediction, transit integration
- 2024 | Real-Time Bike-Share Relocation Optimization – Lead R&D
🚲 Optimization for full/partial bike relocation
🔗 [Demo]
- 2023 | Bikeshare Pro – Lead R&D
📊 Station planning, electrification, GNN-based demand, transit integration
🔗 [Tool Description] [Video] [Paper Demo]
- 2022 | Multimodal Trip Planner – Lead R&D
🚶🚴🚍 Multimodal routing, KPIs: GHG, calories, transfers
🔗 [Demo]
⚡ Electrification Infrastructure & Optimization
- 2024 | Charging Optimization for School Buses – Researcher/Lead Product Developer
Industry Champion: Mobility Futures Lab
🔌 Depot cost minimization, charging window selection
- 2024 | EV Charger Pro – Product Developer
Industry Champion: Arup
🗺️ EV demand forecasting + charger siting
🔗 [Demo]
🛠️ Other Specialized Planning Tools
- 2024 | Transit PlanningPro – Lead R&D
🚦 4-step tool: demand → congestion → edits → KPIs
🔗 [Demo] [Tool Description]
- 2024 | Snow PlowingPro – Product Developer
❄️ Arc-routing for snow clearance optimization
🔗 [Demo] [Tool Description]
- 2024 | ResponsePro – Lead R&D
Industry: Fire Departments (e.g., Fredericton, Innisfil)
🚒 Fire station planning, response analytics
🔗 [Demo] [Demo] [Tool Description]
- 2024 | Parking Pricing Tool – Product Developer
🅿️ Adaptive pricing strategies for curbside management
🔗 [Demo]
- 2023 | Vision Zero Tool – Product Developer
Industry Champion: City of Vaughan – Mitacs
🚨 ASE camera allocation to reduce violations
🔗 [Demo] [Tool Description]
🔍 For the full list and details, visit Interactive-OR or GitHub.