Portfolio

***This page is under construction! **
Below you'll find a selection of my research and applied decision support tools in transportation engineering.

🚀 Selected Interactive Tools Portfolio

#### 🛴 Micromobility and Multimodal Routing and Planning

2024 | E-Scooter Planner – Lead R&D
Industry Champion: SCOOTY-Brampton
📍 Pick-up/drop-off prediction, transit integration
🔗 [Slides] [Video] [PDF]
2024 | Real-Time Bike-Share Relocation Optimization – Lead R&D
🚲 Optimization for full/partial bike relocation
🔗 [Tool] [Demo] [PDF]
2023 | Bikeshare Pro – Lead R&D
📊 Station planning, electrification, GNN-based demand, transit integration
🔗 [Tool] [Slides] [Video]
2022 | Multimodal Trip Planner – Lead R&D
🚶🚴🚍 Multimodal routing, KPIs: GHG, calories, transfers
🔗 [Tool] [PDF]

#### ⚡ Electrification Infrastructure & Optimization

2024 | Charging Optimization for School Buses – Researcher/Product Developer
Industry Champion: Mobility Futures Lab
🔌 Depot cost minimization, charging window selection
🔗 [Slides] [PDF]
2024 | Electric Transit Scheduling Pro – Researcher/Product Developer
Industry Champion: WSP
🚌 In-route GTFS-based charging optimization
🔗 [Tool] [Slides]
2024 | EV Charger Pro – Product Developer
Industry Champion: Arup
🗺️ EV demand forecasting + charger siting
🔗 [Tool] [Slides]

#### 🛠️ Other Specialized Planning Tools

2024 | Transit PlanningPro – Lead R&D
🚦 4-step tool: demand → congestion → edits → KPIs
🔗 [Tool] [PDF]
2024 | Snow PlowingPro – Product Developer
❄️ Arc-routing for snow clearance optimization
🔗 [Tool] [Slides]
2024 | ResponsePro – Lead R&D
Industry: Fire Departments (e.g., Fredericton, Innisfil)
🚒 Fire station planning, response analytics
🔗 [Tool] [Slides] [Video]
2024 | Parking Pricing Tool – Product Developer
🅿️ Adaptive pricing strategies for curbside management
🔗 [Tool]
2023 | Vision Zero Tool – Product Developer
Industry Champion: City of Vaughan – Mitacs
🚨 ASE camera allocation to reduce violations
🔗 [Tool] [Slides]

🔍 For the full list and details, visit Interactive-OR. </div>